Data Architecture Collaborative Articles - 100 Articles on Data Architecture

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data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're merging data with another company. How will you align different formats and structures?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH1XGEKCW2e7A/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665583998?e=2147483647&v=beta&t=Tdj37hv5VwHtV87VEFecd4h-Sojkh5h8ffGGSjIza-Y"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/youre-merging-data-another-company-how-you-align-xqkxf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're merging data with another company. How will you align different formats and structures?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQF6FTwwObVuPA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517526446858?e=2147483647&v=beta&t=JOAQ9w0tUqTDUz4RLdkcXVPqxVuUvrfWD9SONFoJzqM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 19 contributions </span> <span class="before:middot pt-0.5"> 25 minutes ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/your-team-hesitant-third-party-data-integration-jxmvf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is hesitant about third-party data integration. How can you convince them of its benefits?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFyFk-Skjb4ow/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665585723?e=2147483647&v=beta&t=CU5gKgtmw8LHBjO_zJjXkW4gyLWkJEat0enmiiXEoyM"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/your-team-hesitant-third-party-data-integration-jxmvf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team is hesitant about third-party data integration. How can you convince them of its benefits?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 12 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ease your team's concerns about third-party data integration with success stories, efficiency gains, and robust security measures. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/you-need-balance-user-friendly-data-access-strict-u1x8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You need to balance user-friendly data access with strict data security. How can you achieve both seamlessly?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGkeYiCdCmgKg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665599034?e=2147483647&v=beta&t=EDxcf1Q1NAPIeKGEKC7zEnANcnr6CztuCBZbkkFzsIg"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/you-need-balance-user-friendly-data-access-strict-u1x8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You need to balance user-friendly data access with strict data security. How can you achieve both seamlessly?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEcdu35SPFZlQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1709226865476?e=2147483647&v=beta&t=sYST4eYxDqLQrnKmI3VKpyYfKbttLRME6a11PMGCVGE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQGZmsCfgznBLw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516953523863?e=2147483647&v=beta&t=aVzpkxzvCsqVHFnYhdliT5zlW4ceR_lTttG9kTHz9LA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 5 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Achieve a balance between user-friendly data access and strict data security. Implement RBAC, MFA, and regular audits for optimal protection. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-tasked-upgrading-data-governance-how-do-qhube" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're tasked with upgrading data governance. How do you seamlessly integrate new security technologies?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFE0yQm3M3sfw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665587845?e=2147483647&v=beta&t=UNrYpf_c_evuL50DCDDc6uKCCQ2nPUD5jPgJmlPnqHA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-tasked-upgrading-data-governance-how-do-qhube" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're tasked with upgrading data governance. How do you seamlessly integrate new security technologies?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQF8mqFvsyMvSA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1722482887058?e=2147483647&v=beta&t=KygvwVZdOIPdVZ74jhlUplVuBsCxu90lMxA2gtg_hTE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 1 hour ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Upgrade your company's data governance by integrating new security technologies. Find out how to do it smoothly with stakeholder engagement and phased… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-facing-pushback-from-stakeholders-data-w3qie" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing pushback from stakeholders on data integration changes. How can you overcome their resistance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQELU5d8aTB6ew/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665578864?e=2147483647&v=beta&t=Tk7AnsW8ykEocF4jzflEhg5SR_IpHB-T7rVFvmIZE7U"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-facing-pushback-from-stakeholders-data-w3qie" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing pushback from stakeholders on data integration changes. How can you overcome their resistance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQGqF3-x-96l2Q/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1713522261066?e=2147483647&v=beta&t=quiPiJxYz4rfbzLF8vMIeMjaUbicYmCk0fd14LynIOE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 1 day ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">When stakeholders resist data integration changes, use dialogue, evidence, and training to gain their support. What are your successful strategies? </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-scaling-your-data-infrastructure-how-you-rhd4e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're scaling your data infrastructure. How will you measure its impact on company growth?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQF9lAGr96l7SQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665583433?e=2147483647&v=beta&t=ecvEVDwuRrhrjGu3yH6FokateCdM8Lav6Xa_1JitNnU"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-scaling-your-data-infrastructure-how-you-rhd4e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're scaling your data infrastructure. How will you measure its impact on company growth?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEcdu35SPFZlQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1709226865476?e=2147483647&v=beta&t=sYST4eYxDqLQrnKmI3VKpyYfKbttLRME6a11PMGCVGE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFbzdgsKorZYA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1665806182242?e=2147483647&v=beta&t=AdCGltzHV6SS6FI-thxvtajixlulgLD7YvheU7GQCnQ" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 9 contributions </span> <span class="before:middot pt-0.5"> 5 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Gauge the success of scaling your data infrastructure with key strategies like setting clear KPIs, using analytics tools, and reviewing data trends for business… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-facing-data-architecture-performance-bottlenecks-8pe2e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing data architecture performance bottlenecks. How will you scale up for success?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFJGzZhDbT5EQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665586596?e=2147483647&v=beta&t=pQfSzYLgkQPH3hOA3bdGD6WOQBPdg5QbaGEpPfWyCfg"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-facing-data-architecture-performance-bottlenecks-8pe2e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing data architecture performance bottlenecks. How will you scale up for success?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEcdu35SPFZlQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1709226865476?e=2147483647&v=beta&t=sYST4eYxDqLQrnKmI3VKpyYfKbttLRME6a11PMGCVGE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEkCNidJQHsmg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1707317579333?e=2147483647&v=beta&t=9edXpKZhSDGo9rz-1IitIytMV7to4E3kmOKTYsFSkTo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 5 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Overcome performance bottlenecks by re-evaluating indexing, introducing caching, and horizontal scaling. Share how you've scaled your data systems for success. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-data-pipeline-struggling-due-outdated-tools-vfsgc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data pipeline is struggling due to outdated tools. How can you ensure optimal performance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFJGzZhDbT5EQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665586596?e=2147483647&v=beta&t=pQfSzYLgkQPH3hOA3bdGD6WOQBPdg5QbaGEpPfWyCfg"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-data-pipeline-struggling-due-outdated-tools-vfsgc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data pipeline is struggling due to outdated tools. How can you ensure optimal performance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEkCNidJQHsmg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1707317579333?e=2147483647&v=beta&t=9edXpKZhSDGo9rz-1IitIytMV7to4E3kmOKTYsFSkTo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFYGIpdJbnmjA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1728316890158?e=2147483647&v=beta&t=UkxR6-nKfd09gPIfdieTViNqFPB3QKyKpbvZjm8H1xI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 1 day ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Upgrading your data pipeline tools is essential for peak performance. Implement these strategies to maintain efficiency and manage growing data volumes. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/struggling-conflicting-technical-preferences-vrhhe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Struggling with conflicting technical preferences in data architecture design?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGwIYDo2eJUfw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665577887?e=2147483647&v=beta&t=kJxClMUqMyia3PmlgG_6msO5h9r9RsoaSNvJcERnCR0"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/struggling-conflicting-technical-preferences-vrhhe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Struggling with conflicting technical preferences in data architecture design?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQEy77LD6a5ykg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517664064050?e=2147483647&v=beta&t=8BSDMGBv-wnbRLUax1uyV0VX8W6xPW4h_Ts6zoaaSQ4" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEeOPC53j4R3g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1676828699811?e=2147483647&v=beta&t=nyU0rpHLzvlTqjyEkAh6qQ4gg1eal4-t2Ii8A5IDHQA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 24 contributions </span> <span class="before:middot pt-0.5"> 15 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/you-need-secure-stakeholder-data-workflows-how-xwwzf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You need to secure stakeholder data workflows. How will you integrate the necessary measures?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGwIYDo2eJUfw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665577887?e=2147483647&v=beta&t=kJxClMUqMyia3PmlgG_6msO5h9r9RsoaSNvJcERnCR0"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/you-need-secure-stakeholder-data-workflows-how-xwwzf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You need to secure stakeholder data workflows. How will you integrate the necessary measures?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEZ_aGM0d0hfg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1704199397005?e=2147483647&v=beta&t=viI32xhOoSJxq9jdeUhyL7Lp0YHfbdYrHTWXudw_jvw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 1 contribution </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Secure stakeholder data workflows by implementing encryption, updating access controls, and conducting regular audits. Protect sensitive information effectively. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/your-data-streams-need-integrate-seamlessly-legacy-dvihc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data streams need to integrate seamlessly with legacy systems. How do you make it happen?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHultP360wX5Q/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665610756?e=2147483647&v=beta&t=1vSAGhSB8pl9PzgPGbDx3aW4Fn2kYoXq6Z6wn74La5c"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/your-data-streams-need-integrate-seamlessly-legacy-dvihc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data streams need to integrate seamlessly with legacy systems. How do you make it happen?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQG5BxgjDcBUeg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1640703292100?e=2147483647&v=beta&t=o2yherXlt2PJQ0QJ5iyRymSdS_WasAIAjayOMlGZDmg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFYGIpdJbnmjA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1728316890158?e=2147483647&v=beta&t=UkxR6-nKfd09gPIfdieTViNqFPB3QKyKpbvZjm8H1xI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEZ_aGM0d0hfg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1704199397005?e=2147483647&v=beta&t=viI32xhOoSJxq9jdeUhyL7Lp0YHfbdYrHTWXudw_jvw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 2 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-tasked-explaining-data-scalability-tight-yiolf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're tasked with explaining data scalability on a tight budget. How do you get non-techies on board?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGkcgHqDDyEXQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665609867?e=2147483647&v=beta&t=H6Nvv7O0YMBZ4peit57P2nxm-hCo58TQqOYVVBX3UWQ"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-tasked-explaining-data-scalability-tight-yiolf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're tasked with explaining data scalability on a tight budget. How do you get non-techies on board?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFYGIpdJbnmjA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1728316890158?e=2147483647&v=beta&t=UkxR6-nKfd09gPIfdieTViNqFPB3QKyKpbvZjm8H1xI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Get non-techies on board with data scalability using simple analogies, cost benefits, and visual aids to explain the concept clearly. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-tasked-balancing-security-accessibility-e6dkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're tasked with balancing security and accessibility in data architecture. How do you manage the risks?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFMK8EcfARpLQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665576143?e=2147483647&v=beta&t=Welbpvk09-imVoJ9Zi74p91BfUZBxDY5QxYEofXj2RI"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-tasked-balancing-security-accessibility-e6dkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're tasked with balancing security and accessibility in data architecture. How do you manage the risks?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEZ_aGM0d0hfg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1704199397005?e=2147483647&v=beta&t=viI32xhOoSJxq9jdeUhyL7Lp0YHfbdYrHTWXudw_jvw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-integrating-new-data-sources-your-architecture-pltkf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're integrating new data sources into your architecture. How do you overcome team resistance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGEPPqGKXP6NQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665600081?e=2147483647&v=beta&t=P7Tb5Q1RwlUTIxRfmEz5wDMMvHaYIQEz4_Q-7KHn1T4"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-integrating-new-data-sources-your-architecture-pltkf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're integrating new data sources into your architecture. How do you overcome team resistance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEZ_aGM0d0hfg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1704199397005?e=2147483647&v=beta&t=viI32xhOoSJxq9jdeUhyL7Lp0YHfbdYrHTWXudw_jvw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Introducing new data sources? Overcome team resistance with clear communication, comprehensive training, and early team involvement for smoother transitions. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-odds-colleagues-over-scaling-data-architecture-yhnwc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're at odds with colleagues over scaling data architecture. How do you find common ground for growth?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGHja4yBFDJQw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665594358?e=2147483647&v=beta&t=hDoMQkNTA7Mz2nNvL5bdgGJdIEZZ0tjSXvWk2y9TcAo"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-odds-colleagues-over-scaling-data-architecture-yhnwc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're at odds with colleagues over scaling data architecture. How do you find common ground for growth?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQHY0eKBpJbdWQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1702632875141?e=2147483647&v=beta&t=J3j2u4IDiqSsmk4sIpIyAsAfunpsGTVrsvv_v3xBGfk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 2 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Address conflicts over scaling data architecture by setting clear goals, considering all perspectives, and focusing on flexible solutions for growth. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-odds-your-team-scaling-data-architecture-nykjf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're at odds with your team on scaling data architecture. How do you find common ground for growth?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQE3NnQOEPvD3A/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665604558?e=2147483647&v=beta&t=pu7fljX6ZwM68etldAoniTUaY6IqhOjRDS4GhLkpXTQ"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-odds-your-team-scaling-data-architecture-nykjf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're at odds with your team on scaling data architecture. How do you find common ground for growth?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">When scaling data architecture leads to team disagreements, find common ground with these strategies. Prioritize system needs and foster open dialogue to grow… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-managing-data-governance-policies-across-01ifc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're managing data governance policies across dispersed teams. How can you ensure consistent adherence?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFD3qJGqliQkQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665606197?e=2147483647&v=beta&t=mB-Nkmkc_CbnrtxWz3c9EVEsERBLUKl5tPIjdulV0cg"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-managing-data-governance-policies-across-01ifc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're managing data governance policies across dispersed teams. How can you ensure consistent adherence?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFrcRcNt3t7Lg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517799831446?e=2147483647&v=beta&t=AAGREcKOEcGkdj5iadd62RruCjOqNxvhxKQ4vzfEGdI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ensure consistent adherence to data governance policies with unified guidelines, regular training, and smart technology use across dispersed teams. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/your-team-divided-data-pipeline-scalability-how-lnfue" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is divided on data pipeline scalability. How can you navigate conflicting approaches effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGUD0-29xJBqg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665579989?e=2147483647&v=beta&t=Pq58eTyHqet5lkBmS-WeAdd4HHDjyASJ8REw8MBmioQ"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/your-team-divided-data-pipeline-scalability-how-lnfue" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team is divided on data pipeline scalability. How can you navigate conflicting approaches effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFrcRcNt3t7Lg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517799831446?e=2147483647&v=beta&t=AAGREcKOEcGkdj5iadd62RruCjOqNxvhxKQ4vzfEGdI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 1 contribution </span> <span class="before:middot pt-0.5"> 6 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Navigate conflicting approaches to data pipeline scalability within your team by fostering dialogue, evaluating case studies, and prototyping solutions. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-drowning-external-data-how-can-you-streamline-5po6f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're drowning in external data. How can you streamline integration for optimal performance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQE3NnQOEPvD3A/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665604558?e=2147483647&v=beta&t=pu7fljX6ZwM68etldAoniTUaY6IqhOjRDS4GhLkpXTQ"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-drowning-external-data-how-can-you-streamline-5po6f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're drowning in external data. How can you streamline integration for optimal performance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQFrcRcNt3t7Lg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517799831446?e=2147483647&v=beta&t=AAGREcKOEcGkdj5iadd62RruCjOqNxvhxKQ4vzfEGdI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 5 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Overwhelmed by external data? Simplify integration with key strategies for better system performance. Prioritize, automate, and update to stay ahead. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/struggling-data-architecture-performance-issues-hh8nc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Struggling with data architecture performance issues?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQF9lAGr96l7SQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665583433?e=2147483647&v=beta&t=ecvEVDwuRrhrjGu3yH6FokateCdM8Lav6Xa_1JitNnU"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/struggling-data-architecture-performance-issues-hh8nc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Struggling with data architecture performance issues?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQFQOJnoC3rRZw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1577212979669?e=2147483647&v=beta&t=MmGo0E_uPuvATDPZBUhVb5HoyN9jG-ObM4tEZ9a7jTw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQG2jmZFMC_e1w/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1711245505270?e=2147483647&v=beta&t=VOPSfHoCwwNenFr3wmxK1LxWSks3esiNX2YkfsyfbMQ" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 18 contributions </span> <span class="before:middot pt-0.5"> 3 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Address data architecture performance issues with these strategies. Optimize indexing, use caching, and monitor resources to improve efficiency. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-organization-rapidly-expanding-how-can-you-t1vhe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your organization is rapidly expanding. How can you ensure your data architecture keeps up with the growth?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFE0yQm3M3sfw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665587845?e=2147483647&v=beta&t=UNrYpf_c_evuL50DCDDc6uKCCQ2nPUD5jPgJmlPnqHA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-organization-rapidly-expanding-how-can-you-t1vhe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your organization is rapidly expanding. How can you ensure your data architecture keeps up with the growth?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQH0pVNFWl4dkg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730839222113?e=2147483647&v=beta&t=THgpsIEB0g-duxicJ1lA9ohYA0DzyHhAd4tjjIi5m6s" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEZ_aGM0d0hfg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1704199397005?e=2147483647&v=beta&t=viI32xhOoSJxq9jdeUhyL7Lp0YHfbdYrHTWXudw_jvw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQFTEvqcX_pnNw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516923489110?e=2147483647&v=beta&t=qHtWf5zaFjCysz1lk47iYDg2ROUWbetEnsadbtPcpGU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 4 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ensure your organization's data architecture scales effectively with rapid growth using these key strategies. Stay ahead of the curve by updating management… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-facing-data-storage-dilemma-how-do-you-1q8bc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing a data storage dilemma. How do you balance immediate savings with long-term performance gains?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFVXEkZDDM9oA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665617551?e=2147483647&v=beta&t=w8OXKwPakQgTglQYfGED1jDqtOu-PA-t2T5rogUWm20"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-facing-data-storage-dilemma-how-do-you-1q8bc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing a data storage dilemma. How do you balance immediate savings with long-term performance gains?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQGMNzejQFBUDQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1728964061990?e=2147483647&v=beta&t=8PZZRe4_YmKOoU4fyIjEh01P00K-Q8SR41Wwtt9XpCk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQHODT2KFCbzOQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1731635791671?e=2147483647&v=beta&t=iD25q74d2SdzhXPrbmTCMVnOC0CjQQ7V4AHAIsS5DqA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQEnApmJBwXEoA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1565973801202?e=2147483647&v=beta&t=FREzlO7F7PCsIybKd-BESmV3vQGzwcZPReWriPTlHwM" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Explore methods to balance immediate savings with long-term performance in data storage. Share and discover strategies to optimize your data management. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-juggling-data-integrity-security-efficiency-rzvce" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're juggling data integrity, security, and efficiency. How can you strike the perfect balance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFvspWg6T9wDg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665588416?e=2147483647&v=beta&t=GxJPC1wY2RMT0YRPnOa34hFPeaKSNv2izDK4GW54x8o"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-juggling-data-integrity-security-efficiency-rzvce" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're juggling data integrity, security, and efficiency. How can you strike the perfect balance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFzd2V1ytIXbg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1720809052229?e=2147483647&v=beta&t=K3LjHfE8aCp8lJ6atYLNjUoHeiQiIGs52Ny9_EExhc8" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHvxcvCqCmPJA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1578495054771?e=2147483647&v=beta&t=uc7-eKiIhYfeeQxa8RBcf6ijcq1sJgAE7FT9z907UaE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 1 day ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/your-data-security-policies-clash-user-accessibility-myqpe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data security policies clash with user accessibility needs. How do you find a balance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGwIYDo2eJUfw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665577887?e=2147483647&v=beta&t=kJxClMUqMyia3PmlgG_6msO5h9r9RsoaSNvJcERnCR0"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/your-data-security-policies-clash-user-accessibility-myqpe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data security policies clash with user accessibility needs. How do you find a balance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFPyWm4E0i7HA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1731963630952?e=2147483647&v=beta&t=s6cHRq7eeEiU8WfkaZ0TtKJIdaoBaUT1HPURawBaXkI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEMarPxxJDpqw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1699367588863?e=2147483647&v=beta&t=Y7O0L7GJa_KKxB8i1uRKhvzB_eZUtgsf4gbyWm0QEqs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Achieve a balance between data security and user accessibility with these strategies. Assess needs, use role-based access, and review policies regularly. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-tasked-integrating-new-data-sources-how-bm8ee" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're tasked with integrating new data sources. How can you convince stakeholders of the benefits?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQELU5d8aTB6ew/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665578864?e=2147483647&v=beta&t=Tk7AnsW8ykEocF4jzflEhg5SR_IpHB-T7rVFvmIZE7U"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-tasked-integrating-new-data-sources-how-bm8ee" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're tasked with integrating new data sources. How can you convince stakeholders of the benefits?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQGcnzvxi_YcOQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1690238734727?e=2147483647&v=beta&t=JWHToPWumI4bBhhu_IpnritWVvswi9fR_XngvQkNILo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Secure stakeholder support for new data sources by highlighting efficiency, enhanced insights, and ROI. Learn strategies to communicate integration benefits. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-struggling-slow-data-processing-how-can-heb4f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're struggling with slow data processing. How can you incorporate new technologies for faster insights?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGLjw55FqZuDA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665612881?e=2147483647&v=beta&t=GFbxi14ENadGJAXddp1wyDxPZ0EI6lh5AtFUkLr1KJE"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-struggling-slow-data-processing-how-can-heb4f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're struggling with slow data processing. How can you incorporate new technologies for faster insights?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEV0tGHe-iDUQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730463803921?e=2147483647&v=beta&t=yVM84IRJbJxCp4C6pTU4nAEL1sKZCuU_s-C9i7QuUSo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 4 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Speed up your data analysis with new technologies. Cloud platforms, optimized queries, and parallel processing can transform your data workflow. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-faced-cutting-data-storage-costs-should-htwtf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're faced with cutting data storage costs. Should you sacrifice performance to save money?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHWdCz6AjlO_w/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665580633?e=2147483647&v=beta&t=kPaJR5AdhUqi6W6Rb-O3XY2D6U5kESOZMCYcP0Dh7ok"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-faced-cutting-data-storage-costs-should-htwtf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're faced with cutting data storage costs. Should you sacrifice performance to save money?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEPOUF5rtBj0A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1725014103454?e=2147483647&v=beta&t=2HudJpOqMAeGTwJT66dTiZOP_RYEt_eOhf38mKbA2fY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Navigate the challenge of cutting data storage costs while maintaining performance. Use these strategies to find the right balance. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/struggling-resolve-conflicts-data-architecture-mxywf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Struggling to resolve conflicts in data architecture decisions?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGoH2UKcU5MJQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665579595?e=2147483647&v=beta&t=6UpLp9JYDYqdg6jjOZTAaNnI3thbISuIWRu4NkjkU6c"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/struggling-resolve-conflicts-data-architecture-mxywf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Struggling to resolve conflicts in data architecture decisions?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQEL3No8KHtSMg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1516238086411?e=2147483647&v=beta&t=vLFjji950WVspdjxYPg2HgGk1EvRMaY52nUbzjtaryw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQH3GwRU3wAgXw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1732041111128?e=2147483647&v=beta&t=IQhFnJEqbZOQnWPGgJV9xoTkKOxU3rqu_XhObaoUI7Q" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 19 contributions </span> <span class="before:middot pt-0.5"> 5 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/database-administrators-data-analysts-odds-over-3anfe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Database administrators and data analysts are at odds over data governance. How can you resolve their clash?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGPL5MHJrlXtw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665596557?e=2147483647&v=beta&t=hky0cgEUzSk4acL6jY8DmiWmUR8LyueTzqLR_3qWr-Q"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/database-administrators-data-analysts-odds-over-3anfe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Database administrators and data analysts are at odds over data governance. How can you resolve their clash?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHRvUI-UKxiIA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1625637551059?e=2147483647&v=beta&t=UYQ0i46SFyWUj4v_s7gKFAuTcTJbuIGsVnj4MbVpI9Q" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 35 contributions </span> <span class="before:middot pt-0.5"> 9 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Resolve conflicts between database administrators and data analysts with clear roles, regular communication, and shared goals for effective data governance. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-data-architecture-rapidly-scaling-up-how-ksc8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data architecture is rapidly scaling up. How will you tackle performance bottlenecks effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFWdECU0boYeA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665603000?e=2147483647&v=beta&t=2y8gRTZwrHf-xpU0yYGAP7weXL1wZQRJnplE5g_TpAI"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-data-architecture-rapidly-scaling-up-how-ksc8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data architecture is rapidly scaling up. 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How will you navigate this challenging situation?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFMK8EcfARpLQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665576143?e=2147483647&v=beta&t=Welbpvk09-imVoJ9Zi74p91BfUZBxDY5QxYEofXj2RI"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/stakeholders-odds-over-data-quality-standards-jmqqe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Stakeholders are at odds over data quality standards. How will you navigate this challenging situation?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQFaZA1Up7Op6w/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1570051275213?e=2147483647&v=beta&t=-p3QOdOJ0RLoOvjfC_xl2WZ0ayOK4N3ZGa64t6dgCv8" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Resolve conflicts over data quality standards by facilitating dialogue, identifying shared goals, and proposing fair compromises between stakeholders. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/struggling-data-quality-outcomes-your-projects-cckte" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Struggling with data quality outcomes in your projects?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGEPPqGKXP6NQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665600081?e=2147483647&v=beta&t=P7Tb5Q1RwlUTIxRfmEz5wDMMvHaYIQEz4_Q-7KHn1T4"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/struggling-data-quality-outcomes-your-projects-cckte" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Struggling with data quality outcomes in your projects?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFYGIpdJbnmjA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1728316890158?e=2147483647&v=beta&t=UkxR6-nKfd09gPIfdieTViNqFPB3QKyKpbvZjm8H1xI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFhmRKwBhsqRQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730819623303?e=2147483647&v=beta&t=kEsPm55arppu135eniJI49W7wA2Sfs8UoaCVLxKNdxk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 8 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/you-need-audit-data-access-without-slowing-down-y46cc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You need to audit data access without slowing down your team. How can you achieve this balance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH9e-fb71bmvg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665605452?e=2147483647&v=beta&t=Rywyqjo3P5d4eZco2kMnZ0Wq_kbmZYIH1u4q9IHzSIM"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/you-need-audit-data-access-without-slowing-down-y46cc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You need to audit data access without slowing down your team. How can you achieve this balance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-designing-data-architecture-how-do-you-oemuf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're designing Data Architecture. How do you balance data privacy, security, and quality effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGEPPqGKXP6NQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665600081?e=2147483647&v=beta&t=P7Tb5Q1RwlUTIxRfmEz5wDMMvHaYIQEz4_Q-7KHn1T4"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-designing-data-architecture-how-do-you-oemuf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're designing Data Architecture. How do you balance data privacy, security, and quality effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 11 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Create a robust data architecture by balancing privacy, security, and quality. Protect sensitive information with encryption and access controls. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-dependent-external-data-sources-decision-making-rnlac" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're dependent on external data sources for decision-making. How do you safeguard against potential risks?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFfQJqs5BVyIQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665615544?e=2147483647&v=beta&t=0ge_v3BHA-EGEvhURAhRdQk5AK1ZbYkVJ-k7K71UCSA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-dependent-external-data-sources-decision-making-rnlac" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're dependent on external data sources for decision-making. 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Keep stakeholders informed and… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-building-scalable-infrastructure-how-do-dmree" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're building a scalable infrastructure. 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Ensure data availability, minimize downtime, and maintain data integrity. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-tasked-merging-third-party-vendor-data-km7tf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're tasked with merging third-party vendor data seamlessly. 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How can you ensure seamless data integration?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH_x1f7Ggz84w/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665603422?e=2147483647&v=beta&t=BUkQfJhLPhvuw3Zb50xR6nDbVNknqBIW_aJN09Rb2RA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/youre-facing-scalability-challenges-external-sobjc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing scalability challenges with external vendors. 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Ensure consistent and adaptable processes with external vendors. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/dealing-conflicting-data-sources-your-pipelines-zgwce" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Dealing with conflicting data sources in your data pipelines. 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How can you ensure enhanced accuracy?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 13 contributions </span> <span class="before:middot pt-0.5"> 2 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Enhance the accuracy of your data pipelines by cross-verifying sources, enforcing validation rules, and conducting regular audits. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-organizations-data-architecture-riddled-w8msf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your organization's data architecture is riddled with quality issues. How will you uncover and fix them?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH1XGEKCW2e7A/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665583998?e=2147483647&v=beta&t=Tdj37hv5VwHtV87VEFecd4h-Sojkh5h8ffGGSjIza-Y"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-organizations-data-architecture-riddled-w8msf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your organization's data architecture is riddled with quality issues. How will you uncover and fix them?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE6Gijt1WrK7Q/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1714472058183?e=2147483647&v=beta&t=mVi7DIXbLC1D9W29WbsM4E0fxk8vISfzK9w7bCZioCk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Enhance your organization's data architecture by identifying issues, setting governance standards, and monitoring regularly for consistent quality. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/your-team-lacks-technical-expertise-data-architecture-at4ef" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team lacks technical expertise in data architecture. 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How do you weigh the trade-offs?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQF9lAGr96l7SQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665583433?e=2147483647&v=beta&t=ecvEVDwuRrhrjGu3yH6FokateCdM8Lav6Xa_1JitNnU"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/balancing-data-security-accessibility-crucial-k3qcf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Balancing data security and accessibility is crucial in your architecture. How do you weigh the trade-offs?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQE5Dcfpv5nipA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1722769894784?e=2147483647&v=beta&t=qtbXhnDEUldv5R0OyRZcVRQaTMlcLmADZPxc2unNHX8" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQHP-RMRsInGKQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1709096941179?e=2147483647&v=beta&t=a-rCVerwIBCo6JAVDNS055YDGWZ3x_HmLxd7uJ-FS4c" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/your-team-divided-data-integration-processes-v4zmf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is divided on data integration processes. How can you unite them towards a streamlined approach?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFWdECU0boYeA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665603000?e=2147483647&v=beta&t=2y8gRTZwrHf-xpU0yYGAP7weXL1wZQRJnplE5g_TpAI"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/your-team-divided-data-integration-processes-v4zmf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team is divided on data integration processes. How can you unite them towards a streamlined approach?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQHaYw841aLofA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1700872403239?e=2147483647&v=beta&t=6pSG8Zw0OveaaxWALYW-VQRP-KqXsjal3Ji0ecvk7Qc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 58 contributions </span> <span class="before:middot pt-0.5"> 4 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Facing a divide over data integration in your team? Find out how to establish common goals, foster open dialogue, and leverage individual strengths to unite your… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-real-time-data-integration-lagging-behind-brzpe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your real-time data integration is lagging behind. How do you tackle performance issues?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGLjw55FqZuDA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665612881?e=2147483647&v=beta&t=GFbxi14ENadGJAXddp1wyDxPZ0EI6lh5AtFUkLr1KJE"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-real-time-data-integration-lagging-behind-brzpe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your real-time data integration is lagging behind. How do you tackle performance issues?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFqgCgZ9ZufZQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1677680142002?e=2147483647&v=beta&t=RN36KTKrUMx9aFpyvnos3nc8AJB5jYQZe2kEoHSnuYc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 6 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-juggling-budget-constraints-data-storage-tchze" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're juggling budget constraints and data storage needs. How do you strike the perfect balance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGPL5MHJrlXtw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665596557?e=2147483647&v=beta&t=hky0cgEUzSk4acL6jY8DmiWmUR8LyueTzqLR_3qWr-Q"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-juggling-budget-constraints-data-storage-tchze" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're juggling budget constraints and data storage needs. How do you strike the perfect balance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 9 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Optimize your data storage while managing budget constraints with these practical strategies. Ensure efficiency with cloud solutions and data compression. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-expanding-your-data-sources-how-can-you-mntne" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're expanding your data sources. How can you ensure data security remains a top priority?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFfvdvN6P2dDQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665590065?e=2147483647&v=beta&t=_7vfLySskk9814joLa7MNPqBfvouO6NbTwP4aB1bej0"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-expanding-your-data-sources-how-can-you-mntne" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're expanding your data sources. How can you ensure data security remains a top priority?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">As you diversify your data sources, ensuring security is crucial. Discuss strategies for maintaining robust data protection. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/facing-data-growth-performance-bottlenecks-how-kxwkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Facing data growth performance bottlenecks, how can you maintain operations seamlessly?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGwIYDo2eJUfw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665577887?e=2147483647&v=beta&t=kJxClMUqMyia3PmlgG_6msO5h9r9RsoaSNvJcERnCR0"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/facing-data-growth-performance-bottlenecks-how-kxwkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Facing data growth performance bottlenecks, how can you maintain operations seamlessly?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEV-oLdxe_L0g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1727357089738?e=2147483647&v=beta&t=g8jhhg5sKoayzBvvQKxA63tYneP_mszBGvRK3nxHtaU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 10 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Tackling data overload can be daunting. Discover strategies for managing performance bottlenecks while keeping operations smooth. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/youre-facing-data-integration-challenge-how-can-vzvbe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing a data integration challenge. 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Use modular design, cloud services, and automation to manage growth efficiently. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/transitioning-from-legacy-new-systems-complex-qfmse" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Transitioning from legacy to new systems is a complex task. 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How will you ensure data integrity?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHaFqeJa0hSjg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1686566246373?e=2147483647&v=beta&t=rVc_rLW7TjI7dia68F0oRDRyHpbijk89llILcg_OWzo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-facing-data-architecture-performance-bottlenecks-jfshf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing data architecture performance bottlenecks. How can you enhance overall efficiency?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGoH2UKcU5MJQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665579595?e=2147483647&v=beta&t=6UpLp9JYDYqdg6jjOZTAaNnI3thbISuIWRu4NkjkU6c"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-facing-data-architecture-performance-bottlenecks-jfshf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing data architecture performance bottlenecks. How can you enhance overall efficiency?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHaFqeJa0hSjg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1686566246373?e=2147483647&v=beta&t=rVc_rLW7TjI7dia68F0oRDRyHpbijk89llILcg_OWzo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Boost your data architecture's performance with these tips. From optimizing queries to implementing caching, learn how to enhance efficiency. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-navigating-evolving-data-architecture-trends-y8xbf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're navigating evolving data architecture trends. How can you align data governance practices effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHDPwJC_kjBkw/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665589387?e=2147483647&v=beta&t=A0BQiFJo_aZoYs_zXvUtHR8dk-8v-iXR7pKMRStxT2c"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-navigating-evolving-data-architecture-trends-y8xbf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're navigating evolving data architecture trends. How can you align data governance practices effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHaFqeJa0hSjg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1686566246373?e=2147483647&v=beta&t=rVc_rLW7TjI7dia68F0oRDRyHpbijk89llILcg_OWzo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 1 week ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Stay ahead in data management by aligning governance practices with evolving architecture trends. Keep your strategies fresh and compliant. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-caught-middle-data-architecture-dispute-ktlbe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're caught in the middle of a data architecture dispute. How do you navigate the conflicting opinions?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQG7tuRWdSkIHg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665585064?e=2147483647&v=beta&t=g6xga44xghX1PfPd-oSy2wUR5VBmqY8c39R602z7ACA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-caught-middle-data-architecture-dispute-ktlbe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're caught in the middle of a data architecture dispute. How do you navigate the conflicting opinions?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHaFqeJa0hSjg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1686566246373?e=2147483647&v=beta&t=rVc_rLW7TjI7dia68F0oRDRyHpbijk89llILcg_OWzo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 2 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Navigate conflicting opinions in data architecture by fostering open dialogue, finding common ground, and leveraging external expertise. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/your-team-clashing-over-data-access-rights-how-l8t4e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is clashing over data access rights. How do you mediate between DBAs and data analysts?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFVXEkZDDM9oA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665617551?e=2147483647&v=beta&t=w8OXKwPakQgTglQYfGED1jDqtOu-PA-t2T5rogUWm20"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/your-team-clashing-over-data-access-rights-how-l8t4e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team is clashing over data access rights. How do you mediate between DBAs and data analysts?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHaFqeJa0hSjg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1686566246373?e=2147483647&v=beta&t=rVc_rLW7TjI7dia68F0oRDRyHpbijk89llILcg_OWzo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 2 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-tasked-scaling-data-architecture-tight-f5b8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're tasked with scaling data architecture on a tight budget. What strategies will ensure success?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHwweZ-rLBEug/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665593829?e=2147483647&v=beta&t=IaH5Yca7xWgyviYVv_XCaEDb7rlZ_E1Vard770hpXKY"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-tasked-scaling-data-architecture-tight-f5b8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're tasked with scaling data architecture on a tight budget. 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How do you secure data without slowing down users?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGYQzeh5vByag/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665601261?e=2147483647&v=beta&t=Wgw4oeaWzfStNDZ4nD7ruHUrC4xR1Ecc2FMNBJXXU-U"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/youre-managing-complex-data-architecture-how-vm4re" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're managing a complex data architecture. How do you secure data without slowing down users?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHaFqeJa0hSjg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1686566246373?e=2147483647&v=beta&t=rVc_rLW7TjI7dia68F0oRDRyHpbijk89llILcg_OWzo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Manage data security effectively by implementing access controls, encrypting data, and regularly updating security protocols. Keep your architecture safe and… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-data-architecture-causing-quality-issues-rqxrf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data architecture is causing data quality issues. How will you pinpoint and fix the discrepancies?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHNxN65Umy3HA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665602414?e=2147483647&v=beta&t=7GDQep6Aj3TBsVaUrVFeygoWy46Nk7WLbk0mJglg4bY"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-data-architecture-causing-quality-issues-rqxrf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data architecture is causing data quality issues. How will you pinpoint and fix the discrepancies?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 8 contributions </span> <span class="before:middot pt-0.5"> 4 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Resolve data quality issues by auditing your architecture, enforcing governance policies, and using monitoring tools for better data integrity. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-team-divided-data-architecture-scalability-jmjnc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is divided on data architecture scalability. How do you choose the best approach to move forward?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQEYxTP7CqLJgg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665601790?e=2147483647&v=beta&t=A-uHgggjkQH8pu3I4ADY8KtuRNhEB_NyjftF02YTW9k"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-team-divided-data-architecture-scalability-jmjnc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team is divided on data architecture scalability. How do you choose the best approach to move forward?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQE9PQViR6QO8A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1720785299598?e=2147483647&v=beta&t=dNYEpuCTaidaws3JI6Wam5RxRB5A5auKJgZIo1c1zzE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEMarPxxJDpqw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1699367588863?e=2147483647&v=beta&t=Y7O0L7GJa_KKxB8i1uRKhvzB_eZUtgsf4gbyWm0QEqs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-data-architecture-risk-from-external-vendors-7ddue" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data architecture is at risk from external vendors. How will you ensure its security?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGexICLsZicRA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665576630?e=2147483647&v=beta&t=nIxdR5E37TggZ_OC8bEcVX2mf8dmxVDWau7pC1AIF_Y"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-data-architecture-risk-from-external-vendors-7ddue" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data architecture is at risk from external vendors. How will you ensure its security?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQFS6QBPw4H4UA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1582286082073?e=2147483647&v=beta&t=TlGap9jQHkRffhscBFdKZOjdFELkQ6kc_FE7_aBiwWs" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Protect your company's data from external vendor risks with effective risk assessments, access controls, and updated security protocols. Share how you keep your… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-integrating-third-party-data-how-do-you-xwtrc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're integrating third-party data. 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Encryption, provider vetting, and strict access controls are essential. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-navigating-new-data-governance-policies-efjwc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're navigating new data governance policies. 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Discover strategies for enhancing data architecture without breaking the bank. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-starting-data-architecture-internship-how-zw8mf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're starting a Data Architecture internship. 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How can you smoothly scale up without causing downtime?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEV-oLdxe_L0g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1727357089738?e=2147483647&v=beta&t=g8jhhg5sKoayzBvvQKxA63tYneP_mszBGvRK3nxHtaU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Upgrade your data system effectively by planning strategically. Use off-peak scheduling, parallel systems, and clear communication to minimize operational impact. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/balancing-data-integrity-security-demands-critical-ue4we" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Balancing data integrity with security demands is critical in your role. How do you achieve it effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFwYc_iYguaQA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665590596?e=2147483647&v=beta&t=VbfmbmjMeL6HVrAU8roe1T0jbUWeWKuuOJMcSQUCQ5M"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/balancing-data-integrity-security-demands-critical-ue4we" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Balancing data integrity with security demands is critical in your role. How do you achieve it effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQH3CyQZG1T_Gg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1706728685607?e=2147483647&v=beta&t=LnGK_p5kiUENnHW8MwrCarCuqsKKZs9d3h-_N4kZRIE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQHGTGUGmJX99A/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1722322613097?e=2147483647&v=beta&t=MXDZBcY6WDcoTZQ3f0jWUVddcJqMfAaKBrMvsPIcefU" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ensure your data is both reliable and protected with these strategies. Implement access controls, conduct regular audits, and use encryption. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/how-do-you-govern-data-models-skills-data-architecture" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="How do you govern data models?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQEyUkG8UZm4AQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665612245?e=2147483647&v=beta&t=_1CvFMBxzptX2wpX5FJCc98AAOYbT4JdeU0nXFz3gmA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/how-do-you-govern-data-models-skills-data-architecture" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">How do you govern data models?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQG0dY3hY-YD5g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1643470302534?e=2147483647&v=beta&t=JN6fxXIAzCgEXjTNRf-PqEJA377HYJKpNp4w5RMvQsc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEV0tGHe-iDUQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730463803921?e=2147483647&v=beta&t=yVM84IRJbJxCp4C6pTU4nAEL1sKZCuU_s-C9i7QuUSo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Learn what data model governance is, why it matters, and how to implement it effectively. Discover some common data modeling techniques and how to choose the right… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/youre-juggling-scalability-sustainability-your-0ddae" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're juggling scalability and sustainability in your data architecture. How do you find the right balance?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFJGzZhDbT5EQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665586596?e=2147483647&v=beta&t=pQfSzYLgkQPH3hOA3bdGD6WOQBPdg5QbaGEpPfWyCfg"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/youre-juggling-scalability-sustainability-your-0ddae" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're juggling scalability and sustainability in your data architecture. How do you find the right balance?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEmis4iPRJQiw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1672960391168?e=2147483647&v=beta&t=4Zj_NPC4i-49w1cIkvHlF3JoL8Knai-N4vwkbDdrhjI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQE9kBu-PpZ0KQ/profile-displayphoto-shrink_200_200/profile-displayphoto-shrink_200_200/0/1640147984385?e=2147483647&v=beta&t=NcPKb-Lq2a2HTHX0ptkzc9aKmuAJQcBLMSq3u867_S0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 39 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Finding the right balance between scalability and sustainability in data architecture is crucial. Use these strategies to ensure efficiency and growth. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/your-data-architecture-struggling-meet-client-ngeof" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data architecture is struggling to meet client expectations for security. How will you bridge the gap?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQF6OSRuDFMBvA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665599474?e=2147483647&v=beta&t=ES35XRp_r2nUNEtAWsZG_AA0h-pmcau3mU3wGRTS1WI"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/your-data-architecture-struggling-meet-client-ngeof" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your data architecture is struggling to meet client expectations for security. How will you bridge the gap?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQEKflzCk224WA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1660895726433?e=2147483647&v=beta&t=_0S3pVj_-8kw3RZotFSkhCh2v0eJG9gfiwtntLu4_RA" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFCsJYHYdu65g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1699355722833?e=2147483647&v=beta&t=GZJWFzmPCvnZHWqVKATcq05p6nu2QJPoV0I7Ay9Rh-k" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 11 contributions </span> <span class="before:middot pt-0.5"> 13 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ensure your clients' data remains safe by conducting security audits, using strong encryption, and keeping systems updated. These are key steps in bridging the… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/heres-how-you-can-cultivate-assertiveness-workplace-jnmgc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Here's how you can cultivate assertiveness in the workplace as a data architect." aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGUD0-29xJBqg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665579989?e=2147483647&v=beta&t=Pq58eTyHqet5lkBmS-WeAdd4HHDjyASJ8REw8MBmioQ"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/heres-how-you-can-cultivate-assertiveness-workplace-jnmgc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Here's how you can cultivate assertiveness in the workplace as a data architect.</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQHuVC4c6wCCuA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1727196313887?e=2147483647&v=beta&t=Z0k6U9-m88RgZdRZ1QYZstrupTfgkUpJ8iX_O1_5s_M" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Learn key strategies for data architects to build assertiveness and confidence in the workplace for effective communication and leadership. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-balancing-data-requests-from-sales-customer-lbcdc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're balancing data requests from sales and customer service teams. How do you prioritize effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH9e-fb71bmvg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665605452?e=2147483647&v=beta&t=Rywyqjo3P5d4eZco2kMnZ0Wq_kbmZYIH1u4q9IHzSIM"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-balancing-data-requests-from-sales-customer-lbcdc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're balancing data requests from sales and customer service teams. How do you prioritize effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4E03AQHFG6AXG9K0oQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1635205914377?e=2147483647&v=beta&t=3Hvk4PuGnQL_sHQasSwYNU5CvnOH_7dojA5f-WyvslY" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQE1mTAY3K5hdA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1698732232824?e=2147483647&v=beta&t=e2AhvJNS5wNYB3wttbwtCdusdHHVuqLfjXkDyuVpR_M" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEuQEOrClxH7g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1687196276687?e=2147483647&v=beta&t=umQPNiDEvQnoLpO9ZxXOSFc42MqyYibKwIK7l6vFtrw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 9 contributions </span> <span class="before:middot pt-0.5"> 2 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Tackle the challenge of balancing data requests from multiple teams. Prioritize effectively with these strategies for managing sales and customer service needs. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-database-performance-suffering-from-sudden-t8jdc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your database performance is suffering from sudden data spikes. How will you address this issue effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFvspWg6T9wDg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665588416?e=2147483647&v=beta&t=GxJPC1wY2RMT0YRPnOa34hFPeaKSNv2izDK4GW54x8o"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/your-database-performance-suffering-from-sudden-t8jdc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your database performance is suffering from sudden data spikes. How will you address this issue effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQH9-lpR72HPBw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1685755820837?e=2147483647&v=beta&t=bEZPxD5ISyvluzpxrxMXVUpYhkbCUhmFqli-1AL_BOw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQFqv7TTRp2AVw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1731864504112?e=2147483647&v=beta&t=l3vcJ-I8_AkMmHLy7AlvbXHZmzBJ9QW5BLEY3GzQsA0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFbzdgsKorZYA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1665806182242?e=2147483647&v=beta&t=AdCGltzHV6SS6FI-thxvtajixlulgLD7YvheU7GQCnQ" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 10 contributions </span> <span class="before:middot pt-0.5"> 2 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Addressing sudden data spikes is crucial for database health. Reveal your approach to maintaining performance during data surges. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/youre-facing-data-architecture-scalability-challenges-dzjvc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing data architecture scalability challenges. How can you stay within budget while adapting?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQE4HLz4PuakyA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665592850?e=2147483647&v=beta&t=_FMvhmnkbIoGpYNQnUaQ4w8imZr1vICKs_VaVn8fDh8"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/youre-facing-data-architecture-scalability-challenges-dzjvc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing data architecture scalability challenges. How can you stay within budget while adapting?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQGOg74P94HagA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1517036757582?e=2147483647&v=beta&t=BfpslQeyy0e9mUQl9uWvCHK8Mn_j-o6KB9En6X7Eo_8" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQG0dY3hY-YD5g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1643470302534?e=2147483647&v=beta&t=JN6fxXIAzCgEXjTNRf-PqEJA377HYJKpNp4w5RMvQsc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Tackle data architecture scalability within budget by adopting modular designs, using cloud services, and automating processes. Share your cost-effective scaling… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/your-clients-demands-clash-data-governance-rules-2vrmf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your client's demands clash with data governance rules. How do you navigate this challenging scenario?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQEyUkG8UZm4AQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665612245?e=2147483647&v=beta&t=_1CvFMBxzptX2wpX5FJCc98AAOYbT4JdeU0nXFz3gmA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/your-clients-demands-clash-data-governance-rules-2vrmf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your client's demands clash with data governance rules. How do you navigate this challenging scenario?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQEgf96LS_YYwQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1697010602530?e=2147483647&v=beta&t=D41ba40j2TxuTBg3zbLt7AaWBLpfRRvrrmRQUwW1xsE" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 16 hours ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/your-teams-data-standards-questioned-external-bgy7c" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team's data standards are questioned by external partners. How will you navigate this challenge?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFwYc_iYguaQA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665590596?e=2147483647&v=beta&t=VbfmbmjMeL6HVrAU8roe1T0jbUWeWKuuOJMcSQUCQ5M"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/your-teams-data-standards-questioned-external-bgy7c" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team's data standards are questioned by external partners. How will you navigate this challenge?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQGDiIV5jmZT_Q/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1631049492911?e=2147483647&v=beta&t=fs5QIN0JfH57zjVv-gzVAs121aqwJWsI-Mz8VBHTl6A" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 13 contributions </span> <span class="before:middot pt-0.5"> 3 days ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/your-team-hesitant-common-data-standards-how-rbawf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is hesitant about common data standards. How can you convince them of the benefits?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFVXEkZDDM9oA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665617551?e=2147483647&v=beta&t=w8OXKwPakQgTglQYfGED1jDqtOu-PA-t2T5rogUWm20"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/your-team-hesitant-common-data-standards-how-rbawf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Your team is hesitant about common data standards. How can you convince them of the benefits?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQHlQ9liZIq3Jg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1720977066273?e=2147483647&v=beta&t=yvtWMh-IP_ujIZUU_8QEaX4MRASaH1uuuCrzMGnoSuo" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Convince your team of the benefits of common data standards with these strategies: efficiency gains, interoperability, and improved insights. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-facing-skeptical-stakeholders-data-architecture-holjc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing skeptical stakeholders on data architecture. How do you convey its benefits effectively?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQE4HLz4PuakyA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665592850?e=2147483647&v=beta&t=_FMvhmnkbIoGpYNQnUaQ4w8imZr1vICKs_VaVn8fDh8"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-facing-skeptical-stakeholders-data-architecture-holjc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're facing skeptical stakeholders on data architecture. How do you convey its benefits effectively?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQEFw6crfHOhJQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1707522025128?e=2147483647&v=beta&t=ZPUM1NOzqM7PymmROmtKJR3WWMEHrYPoAEDTfbhdxsg" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-navigating-conflicting-data-modeling-standards-mfemc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're navigating conflicting data modeling standards. How do you find common ground?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQEyUkG8UZm4AQ/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665612245?e=2147483647&v=beta&t=_1CvFMBxzptX2wpX5FJCc98AAOYbT4JdeU0nXFz3gmA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-navigating-conflicting-data-modeling-standards-mfemc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're navigating conflicting data modeling standards. 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Find out how. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/dealing-technical-hiccups-real-time-data-streaming-y8ywc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Dealing with technical hiccups in real-time data streaming. 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Stay prepared and maintain seamless operations. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-debating-data-architecture-standards-your-odfxf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're debating data architecture standards with your team. 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How do you ensure everyone is on the same page?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQEZ_aGM0d0hfg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1704199397005?e=2147483647&v=beta&t=viI32xhOoSJxq9jdeUhyL7Lp0YHfbdYrHTWXudw_jvw" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 2 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Keep your team aligned on data architecture standards with clear guidelines, open communication, and regular reviews. Ensure everyone is on the same page. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/struggling-data-architecture-performance-due-xyerc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Struggling with data architecture performance due to changing business needs?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQEn5Ug_MMn9JA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665611597?e=2147483647&v=beta&t=usLOFqE9TjRk6aFfDPi9lQ_30wdyh86j6es8D1pCEFo"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/3/struggling-data-architecture-performance-due-xyerc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Struggling with data architecture performance due to changing business needs?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQG0dY3hY-YD5g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1643470302534?e=2147483647&v=beta&t=JN6fxXIAzCgEXjTNRf-PqEJA377HYJKpNp4w5RMvQsc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQFts7Ghb_urDg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1723942521190?e=2147483647&v=beta&t=wTtXCscPbqDxSYj_EXDY9q-1dQCjDM6YJRaRvYezg4g" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Optimize your data architecture amidst changing business needs with these strategies: regular updates, scalable solutions, and team training for swift adaptation. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/struggling-juggle-multiple-data-projects-skills-data-architecture-46cec" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Struggling to juggle multiple data projects?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQELU5d8aTB6ew/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665578864?e=2147483647&v=beta&t=Tk7AnsW8ykEocF4jzflEhg5SR_IpHB-T7rVFvmIZE7U"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/struggling-juggle-multiple-data-projects-skills-data-architecture-46cec" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Struggling to juggle multiple data projects?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQGfIzfdCb5DnA/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1601554774270?e=2147483647&v=beta&t=eQvPvVoXJdaRu032CRSXoldoJfVzM3OwQc5QQHv0lFI" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQGOb1svlTEADw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1656505598558?e=2147483647&v=beta&t=4Zcz1kUrzl-kukZvDFaGKG7alGsXeOsaCFxtVbISh2Q" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 7 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Learn how to manage multiple data projects effectively with our data architecture strategies for improved productivity and time management. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-organization-growing-rapidly-how-can-you-240zc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your organization is growing rapidly. 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Discuss strategies for maintaining robust data systems during rapid growth. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/youre-grappling-data-architecture-challenges-2pene" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're grappling with data architecture challenges. 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Protect your system's integrity. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/youre-facing-data-storage-technology-upgrade-6xmgc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're facing a data storage technology upgrade. 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How can you effectively automate their detection and resolution?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Manage unexpected data spikes by automating detection with real-time monitoring, alerts, and auto-scaling protocols. Ensure system stability. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/stakeholders-doubt-your-data-architecture-insights-dxncc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Stakeholders doubt your data architecture insights. 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Share your strategies for restoring confidence in your insights. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/your-team-facing-unexpected-data-spikes-how-do-uhfzc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is facing unexpected data spikes. 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Recognize hard work and encourage open dialogue for better stress… </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/3/youre-integrating-new-third-party-data-sources-chx9e" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're integrating new third-party data sources. 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Set clear goals, maintain transparency, and adapt as needed. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-cost-efficiency-goals-risk-due-data-architecture-0j8pe" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your cost-efficiency goals are at risk due to data architecture. 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Implement scalable solutions and make data-driven decisions for better outcomes. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-team-divided-data-architecture-preferences-njnmf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your team is divided on data architecture preferences. 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Foster dialogue and find common ground for optimal efficiency. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/your-data-architecture-struggling-keep-up-growth-elyaf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Your data architecture is struggling to keep up with growth. 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Are you prepared for the future?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQGE4uOaI9nivQ/profile-displayphoto-shrink_400_400/B4DZNWwsxrGUAg-/0/1732327429664?e=2147483647&v=beta&t=M3HwGQN5f0w3CgQJrZy-fik-X4vNO86CD13PtyRqxdk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C5603AQG0dY3hY-YD5g/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1643470302534?e=2147483647&v=beta&t=JN6fxXIAzCgEXjTNRf-PqEJA377HYJKpNp4w5RMvQsc" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-scaling-your-data-architecture-new-heights-lxw8f" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're scaling your data architecture to new heights. 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How do you keep it flexible?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQGE4uOaI9nivQ/profile-displayphoto-shrink_400_400/B4DZNWwsxrGUAg-/0/1732327429664?e=2147483647&v=beta&t=M3HwGQN5f0w3CgQJrZy-fik-X4vNO86CD13PtyRqxdk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 5 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs"><end output> </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/data-engineers-analysts-clash-database-design-ywlwc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Data engineers and data analysts clash on database design choices. How can you find common ground?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQGs3Y8dBSQKlg/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665605167?e=2147483647&v=beta&t=QZNLfCad_b9WTT2zmnzz31PYXYqTMSaV8hvNaqV1stE"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/data-engineers-analysts-clash-database-design-ywlwc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Data engineers and data analysts clash on database design choices. How can you find common ground?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFhmRKwBhsqRQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730819623303?e=2147483647&v=beta&t=kEsPm55arppu135eniJI49W7wA2Sfs8UoaCVLxKNdxk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQFts7Ghb_urDg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1723942521190?e=2147483647&v=beta&t=wTtXCscPbqDxSYj_EXDY9q-1dQCjDM6YJRaRvYezg4g" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 8 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Find common ground in database design between data engineers and analysts with open dialogue, aligned goals, and compromise on solutions. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/1/youre-faced-data-integration-challenges-how-do-hmmsf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're faced with data integration challenges. How do you ensure system performance doesn't suffer?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQH_x1f7Ggz84w/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665603422?e=2147483647&v=beta&t=BUkQfJhLPhvuw3Zb50xR6nDbVNknqBIW_aJN09Rb2RA"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/1/youre-faced-data-integration-challenges-how-do-hmmsf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're faced with data integration challenges. How do you ensure system performance doesn't suffer?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQE3C9sb4p7fgQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1669916449370?e=2147483647&v=beta&t=wpCJMRK_t0xXq4dYew4WXkQDRZP4hKMb5atJ_OI7y4Y" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D5603AQHX3I9j_d76Yg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1708026958327?e=2147483647&v=beta&t=CZLtgQI0nM93FmuReglikFHw5TM01TZMFCfaG3oAJ9k" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQGE4uOaI9nivQ/profile-displayphoto-shrink_400_400/B4DZNWwsxrGUAg-/0/1732327429664?e=2147483647&v=beta&t=M3HwGQN5f0w3CgQJrZy-fik-X4vNO86CD13PtyRqxdk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 4 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Maintain your system's performance during data integration with these strategies. Optimize data mapping, use ETL tools, and monitor metrics. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/facing-challenges-data-mapping-errors-migration-lyxkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="Facing challenges with data mapping errors in a migration project. How can you ensure a smooth transition?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQHCNNLRnU-T-g/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665595520?e=2147483647&v=beta&t=4J3EH9OWlte3QxQEnqYwclEvllNjcqwUFyXFI_46xyw"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/facing-challenges-data-mapping-errors-migration-lyxkc" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">Facing challenges with data mapping errors in a migration project. How can you ensure a smooth transition?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHZTOKLMutYzw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1522108988609?e=2147483647&v=beta&t=i0EtkOKNRG19SKd1_nfouV0_hWQlNeIoifUJIsGxxU0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 bg-color-entity-ghost-background face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 3 contributions </span> <span class="before:middot pt-0.5"> 1 month ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ensure a seamless data migration by tackling mapping errors head-on. Analyze, test, and communicate to navigate this complex process. </p> </a>  </div> </div> </a> <a href="https://www.linkedin.com/advice/0/youre-faced-massive-data-migration-project-how-sznpf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="content-hub-entities !no-underline"> <div class="content-hub-entity-card-redesign mt-3 mb-4 flex flex-row"> <img alt="You're faced with a massive data migration project. How do you ensure smooth operations without disruption?" aria-hidden="true" class="mr-1.5 h-full w-2 object-cover babybear:w-1" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E12AQFzY1vSBZtuoA/article-cover_image-shrink_720_1280/article-cover_image-shrink_720_1280/0/1674665592182?e=2147483647&v=beta&t=D4QpcNfS4sQyHdor_KePTUlSPIH0NSNzYYhWiz-rFsQ"> <div class="ml-1"> <a href="https://www.linkedin.com/advice/0/youre-faced-massive-data-migration-project-how-sznpf" target="_self" data-tracking-control-name="full-link" data-tracking-will-navigate class="min-w-0 !no-underline babybear:w-full"> <h2 class="mb-1 overflow-hidden break-words font-sans text-lg font-[500] babybear:text-md">You're faced with a massive data migration project. How do you ensure smooth operations without disruption?</h2> <div class="content-hub-contribution mb-1 mt-0.5 flex flex-row flex-wrap font-sans text-xs !font-[400] text-color-text-low-emphasis !no-underline babybear:text-[10px]"> <div class="face-pile flex !no-underline flex-shrink-0"> <div class="face-pile__images-container self-start flex-shrink-0 mr-1 leading-[1]"> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D03AQFhmRKwBhsqRQ/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1730819623303?e=2147483647&v=beta&t=kEsPm55arppu135eniJI49W7wA2Sfs8UoaCVLxKNdxk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/D4E03AQFts7Ghb_urDg/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1723942521190?e=2147483647&v=beta&t=wTtXCscPbqDxSYj_EXDY9q-1dQCjDM6YJRaRvYezg4g" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> <img class="inline-block relative rounded-[50%] w-3 h-3 face-pile__image border-1 border-solid border-color-transparent -ml-1.5 first:ml-0" data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHZTOKLMutYzw/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1522108988609?e=2147483647&v=beta&t=i0EtkOKNRG19SKd1_nfouV0_hWQlNeIoifUJIsGxxU0" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt> </div>  </div> <span class="pr-0.5 pt-0.5"> 6 contributions </span> <span class="before:middot pt-0.5"> 3 weeks ago </span> </div> <p class="content-description mt-0.5 break-words font-sans text-sm font-normal babybear:text-xs">Ensure business continuity during a massive data migration with these strategies: clear planning, thorough testing, and constant communication. </p> </a>  </div> </div> </a> </div> </div> </section> <section class="right-rail papabear:w-right-rail-width papabear:ml-column-gutter mamabear:max-w-[790px] mamabear:px-mobile-container-padding babybear:max-w-[790px] babybear:px-mobile-container-padding"> <div class="content-hub-topic-right-rail "> <div class="content-hub-topics ml-1 mt-4 babybear:mt-0 babybear:max-w-md"> <h2 class="mb-2 font-sans text-xl font-bold babybear:text-lg"> More to explore </h2> <a class="pill mb-1.5 !min-h-[36px] w-fit rounded-full hover:no-underline" href="https://www.linkedin.com/pulse/topics/engineering-s166/civil-engineering-s1210/" data-tracking-control-name="content-hub-topic-page-Civil Engineering" 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!font-regular" data-tracking-control-name="language-selector-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (Norwegian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ਪੰਜਾਬੀ (Punjabi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (Punjabi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Polski (Polish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Polish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Português (Portuguese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portuguese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Română (Romanian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Romanian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Русский (Russian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Russian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Svenska (Swedish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (Swedish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="తెలుగు (Telugu)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (Telugu) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ภาษาไทย (Thai)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (Thai) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tagalog (Tagalog)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (Tagalog) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Türkçe (Turkish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> Türkçe (Turkish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Українська (Ukrainian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (Ukrainian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tiếng Việt (Vietnamese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-vi_VN" data-locale="vi_VN" role="menuitem" lang="vi_VN"> Tiếng Việt (Vietnamese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="简体中文 (Chinese (Simplified))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_CN" data-locale="zh_CN" role="menuitem" lang="zh_CN"> 简体中文 (Chinese (Simplified)) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="正體中文 (Chinese (Traditional))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_TW" data-locale="zh_TW" role="menuitem" lang="zh_TW"> 正體中文 (Chinese (Traditional)) </button> </li>  </ul> <button class="language-selector__button select-none relative pr-2 font-sans text-xs font-bold text-color-text-low-emphasis hover:text-color-link-hover hover:cursor-pointer focus:text-color-link-focus focus:outline-dotted focus:outline-1" aria-expanded="false" data-tracking-control-name="footer-lang-dropdown_trigger"> <span 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Data Architecture Collaborative Articles - 100 Articles on Data Architecture