Infrastructure Archives - Spotify Engineering : Spotify Engineering

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category-infrastructure category-5" >  <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-W5NPJP7" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript>   <header class="header clear" id="header" role="banner"> <div class="container">  <div class="logo"> <a href="https://engineering.atspotify.com"> <img src="https://engineering.atspotify.com/wp-content/themes/theme-spotify/images/logo.svg" alt="Logo" class="logo-img"> </a> </div>  <a href="javascript:void(0)" class="burger-menu"> <span></span> <span></span> <span></span> </a> <form role="search" method="get" class="search-form" action="https://engineering.atspotify.com/"> <input type="search" class="search-field" value="" name="s" title="Search for:" /> <button type="submit" class="submit" value="Search"><img src="https://engineering.atspotify.com/wp-content/themes/theme-spotify/images/search.svg" alt=""></button> </form>  <nav class="nav" role="navigation"> <ul><li id="menu-item-3367" 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hentry category-data category-data-science category-infrastructure category-platform tag-data">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2024/04/data-platform-explained/" title="Data Platform Explained Part I"> <img src="https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final.png 2505w, https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final-700x345.png 700w, https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final-768x379.png 768w, https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final-1536x757.png 1536w, https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final-2048x1010.png 2048w, https://storage.googleapis.com/production-eng/1/2024/04/EN216-BlogPost_1200x590_final-120x59.png 120w" sizes="(max-width: 2505px) 100vw, 2505px" /> </a> </div>  <div class="info"> <span class="date">April 2, 2024 </span>  <h2> <a href="https://engineering.atspotify.com/2024/04/data-platform-explained/" title="Data Platform Explained Part I">Data Platform Explained Part I</a> </h2>  <p>As engineers working at Spotify, we frequently find ourselves explaining our robust data platform to fellow professionals who are contemplating [...]</p> <span class="by"> Published by Anastasia Khlebnikova (Senior Engineer) and Carol Cunha (Product Manager) </span> </div> </article>  </li> <li>  <article id="post-6451" class="post-6451 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-open-source category-people">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/10/switching-build-systems-seamlessly/" title="Switching Build Systems, Seamlessly"> <img src="https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Switching build systems header image" decoding="async" srcset="https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1.png 2500w, https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1-1536x756.png 1536w, https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1-2048x1008.png 2048w, https://storage.googleapis.com/production-eng/1/2023/10/EN207-Switching-Build-Systems-Final-1200x590-1-120x59.png 120w" sizes="(max-width: 2500px) 100vw, 2500px" /> </a> </div>  <div class="info"> <span class="date">October 17, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/10/switching-build-systems-seamlessly/" title="Switching Build Systems, Seamlessly">Switching Build Systems, Seamlessly</a> </h2>  <p>At Spotify, we have experimented with the Bazel build system since 2017. Over the years, the project has matured, and [...]</p> <span class="by"> Published by Patrick Balestra, Staff Engineer </span> </div> </article>  </li> <li>  <article id="post-6245" class="post-6245 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-platform tag-backend">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/06/analyzing-volatile-memory-on-a-google-kubernetes-engine-node/" title="Analyzing Volatile Memory on a Google Kubernetes Engine Node"> <img src="https://storage.googleapis.com/production-eng/1/2023/06/EN196_Analyzing-Volatile-Memory-final-590.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Analyzing Volatile Memory header image with Kubernetes shipping container and storage boxes inside." decoding="async" srcset="https://storage.googleapis.com/production-eng/1/2023/06/EN196_Analyzing-Volatile-Memory-final-590.png 1200w, https://storage.googleapis.com/production-eng/1/2023/06/EN196_Analyzing-Volatile-Memory-final-590-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/06/EN196_Analyzing-Volatile-Memory-final-590-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/06/EN196_Analyzing-Volatile-Memory-final-590-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2023/06/EN196_Analyzing-Volatile-Memory-final-590-120x59.png 120w" sizes="(max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">June 22, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/06/analyzing-volatile-memory-on-a-google-kubernetes-engine-node/" title="Analyzing Volatile Memory on a Google Kubernetes Engine Node">Analyzing Volatile Memory on a Google Kubernetes Engine Node</a> </h2>  <p>TL:DR At Spotify, we run containerized workloads in production across our entire organization in five regions where our main production [...]</p> <span class="by"> Published by Marcus Hallberg, Security Engineer </span> </div> </article>  </li> <li>  <article id="post-6173" class="post-6173 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-people category-platform tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/05/fleet-management-at-spotify-part-3-fleet-wide-refactoring/" title="Fleet Management at Spotify (Part 3): Fleet-wide Refactoring"> <img src="https://storage.googleapis.com/production-eng/1/2023/05/Fleet-Fleetwide-Refactoring_Blog.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2023/05/Fleet-Fleetwide-Refactoring_Blog.png 1200w, https://storage.googleapis.com/production-eng/1/2023/05/Fleet-Fleetwide-Refactoring_Blog-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/05/Fleet-Fleetwide-Refactoring_Blog-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/05/Fleet-Fleetwide-Refactoring_Blog-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2023/05/Fleet-Fleetwide-Refactoring_Blog-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">May 15, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/05/fleet-management-at-spotify-part-3-fleet-wide-refactoring/" title="Fleet Management at Spotify (Part 3): Fleet-wide Refactoring">Fleet Management at Spotify (Part 3): Fleet-wide Refactoring</a> </h2>  <p>This is part 3 in our series on Fleet Management at Spotify and how we manage our software at scale. [...]</p> <span class="by"> Published by Matt Brown, Staff Engineer </span> </div> </article>  </li> <li>  <article id="post-6069" class="post-6069 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-people category-platform tag-engineering-culture tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/05/fleet-management-at-spotify-part-2-the-path-to-declarative-infrastructure/" title="Fleet Management at Spotify (Part 2): The Path to Declarative Infrastructure"> <img src="https://storage.googleapis.com/production-eng/1/2023/05/EN191-Fleet-The-Path-to-Declarative-Infrastructure-Part-2-Site.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2023/05/EN191-Fleet-The-Path-to-Declarative-Infrastructure-Part-2-Site.png 1200w, https://storage.googleapis.com/production-eng/1/2023/05/EN191-Fleet-The-Path-to-Declarative-Infrastructure-Part-2-Site-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/05/EN191-Fleet-The-Path-to-Declarative-Infrastructure-Part-2-Site-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/05/EN191-Fleet-The-Path-to-Declarative-Infrastructure-Part-2-Site-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2023/05/EN191-Fleet-The-Path-to-Declarative-Infrastructure-Part-2-Site-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">May 3, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/05/fleet-management-at-spotify-part-2-the-path-to-declarative-infrastructure/" title="Fleet Management at Spotify (Part 2): The Path to Declarative Infrastructure">Fleet Management at Spotify (Part 2): The Path to Declarative Infrastructure</a> </h2>  <p>This is part 2 in our series on Fleet Management at Spotify and how we manage our software at scale. [...]</p> <span class="by"> Published by David Flemström, Principal Product Manager, and Alexander Buck, Senior Engineer </span> </div> </article>  </li> <li>  <article id="post-5989" class="post-5989 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-people category-platform tag-engineering-culture tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/04/spotifys-shift-to-a-fleet-first-mindset-part-1/" title="Fleet Management at Spotify (Part 1): Spotify’s Shift to a Fleet-First Mindset"> <img src="https://storage.googleapis.com/production-eng/1/2023/04/Fleet-Management-Header.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2023/04/Fleet-Management-Header.png 1200w, https://storage.googleapis.com/production-eng/1/2023/04/Fleet-Management-Header-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/04/Fleet-Management-Header-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/04/Fleet-Management-Header-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2023/04/Fleet-Management-Header-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">April 18, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/04/spotifys-shift-to-a-fleet-first-mindset-part-1/" title="Fleet Management at Spotify (Part 1): Spotify’s Shift to a Fleet-First Mindset">Fleet Management at Spotify (Part 1): Spotify’s Shift to a Fleet-First Mindset</a> </h2>  <p>This is part 1 in our series on Fleet Management at Spotify and how we manage our software at scale. [...]</p> <span class="by"> Published by Niklas Gustavsson, VP, Engineering </span> </div> </article>  </li> <li>  <article id="post-5970" class="post-5970 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure category-maching-learning tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/04/large-scale-generation-of-ml-podcast-previews-at-spotify-with-google-dataflow/" title="Large-Scale Generation of ML Podcast Previews at Spotify with Google Dataflow"> <img src="https://storage.googleapis.com/production-eng/1/2023/04/Spotify_Podcast_Preview_Header.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2023/04/Spotify_Podcast_Preview_Header.png 1201w, https://storage.googleapis.com/production-eng/1/2023/04/Spotify_Podcast_Preview_Header-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/04/Spotify_Podcast_Preview_Header-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/04/Spotify_Podcast_Preview_Header-768x377.png 768w, https://storage.googleapis.com/production-eng/1/2023/04/Spotify_Podcast_Preview_Header-120x59.png 120w" sizes="auto, (max-width: 1201px) 100vw, 1201px" /> </a> </div>  <div class="info"> <span class="date">April 13, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/04/large-scale-generation-of-ml-podcast-previews-at-spotify-with-google-dataflow/" title="Large-Scale Generation of ML Podcast Previews at Spotify with Google Dataflow">Large-Scale Generation of ML Podcast Previews at Spotify with Google Dataflow</a> </h2>  <p>Integrating the Podz ML pipeline into Spotify As of March 8, 2023, Spotify has started serving short previews for music, [...]</p> <span class="by"> Published by Diego Casabuena (ML Engineer, Spotify), Edgar Tanaka (ML Engineer, Spotify), Winstead Zhu (ML Engineer, Spotify), Reza Rokni (PM, Google Dataflow ML), and Danny McCormick (Senior Software Engineer, Google) </span> </div> </article>  </li> <li>  <article id="post-5950" class="post-5950 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure category-platform">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/03/load-testing-for-2022-wrapped/" title="Load Testing for 2022 Wrapped"> <img src="https://storage.googleapis.com/production-eng/1/2023/03/Wrapped-load-testing-header.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2023/03/Wrapped-load-testing-header.png 1200w, https://storage.googleapis.com/production-eng/1/2023/03/Wrapped-load-testing-header-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2023/03/Wrapped-load-testing-header-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2023/03/Wrapped-load-testing-header-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2023/03/Wrapped-load-testing-header-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">March 31, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/03/load-testing-for-2022-wrapped/" title="Load Testing for 2022 Wrapped">Load Testing for 2022 Wrapped</a> </h2>  <p>Wrapped is Spotify’s global annual year-end campaign that celebrates our listeners with a personalized review of their listening habits over [...]</p> <span class="by"> Published by Fred Wang, Senior Backend Engineer </span> </div> </article>  </li> <li>  <article id="post-5767" class="post-5767 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/02/incident-report-spotify-outage-on-january-14-2023/" title="Incident Report: Spotify Outage on January 14, 2023"> <img src="https://storage.googleapis.com/production-eng/1/2022/10/EN182-Icident-Report-Feb-2023_FINAL_72ppi.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/10/EN182-Icident-Report-Feb-2023_FINAL_72ppi.png 1201w, https://storage.googleapis.com/production-eng/1/2022/10/EN182-Icident-Report-Feb-2023_FINAL_72ppi-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/10/EN182-Icident-Report-Feb-2023_FINAL_72ppi-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/10/EN182-Icident-Report-Feb-2023_FINAL_72ppi-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/10/EN182-Icident-Report-Feb-2023_FINAL_72ppi-120x59.png 120w" sizes="auto, (max-width: 1201px) 100vw, 1201px" /> </a> </div>  <div class="info"> <span class="date">February 15, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/02/incident-report-spotify-outage-on-january-14-2023/" title="Incident Report: Spotify Outage on January 14, 2023">Incident Report: Spotify Outage on January 14, 2023</a> </h2>  <p>On January 14, between 00:15 UTC and 03:45 UTC, Spotify suffered an outage. The impact was small at first and [...]</p> <span class="by"> Published by Erik Lindblad, Staff Engineer </span> </div> </article>  </li> <li>  <article id="post-5692" class="post-5692 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure category-maching-learning category-platform tag-machine-learning">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2023/02/unleashing-ml-innovation-at-spotify-with-ray/" title="Unleashing ML Innovation at Spotify with Ray"> <img src="https://storage.googleapis.com/production-eng/1/2022/10/EN181-Unleashing-ML-Innovation-at-Spotify-with-Ray_72ppi.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Unleashing ML Innovation at Spotify with Ray" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/10/EN181-Unleashing-ML-Innovation-at-Spotify-with-Ray_72ppi.png 1200w, https://storage.googleapis.com/production-eng/1/2022/10/EN181-Unleashing-ML-Innovation-at-Spotify-with-Ray_72ppi-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/10/EN181-Unleashing-ML-Innovation-at-Spotify-with-Ray_72ppi-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/10/EN181-Unleashing-ML-Innovation-at-Spotify-with-Ray_72ppi-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/10/EN181-Unleashing-ML-Innovation-at-Spotify-with-Ray_72ppi-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">February 1, 2023 </span>  <h2> <a href="https://engineering.atspotify.com/2023/02/unleashing-ml-innovation-at-spotify-with-ray/" title="Unleashing ML Innovation at Spotify with Ray">Unleashing ML Innovation at Spotify with Ray</a> </h2>  <p>As the field of machine learning (ML) continues to evolve and its impact on society and various aspects of our [...]</p> <span class="by"> Published by Divita Vohra, Sr. Product Manager, Keshi Dai, Sr. ML Engineer, David Xia, Sr. ML Engineer, & Praveen Ravichandran, Staff Research Scientist </span> </div> </article>  </li> <li>  <article id="post-5583" class="post-5583 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure category-mobile">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/11/strategies-and-tools-for-performing-migrations-on-platform/" title="Strategies and Tools for Performing Migrations on Platform"> <img src="https://storage.googleapis.com/production-eng/1/2022/10/EN177_Strategies_and_tools_72ppi.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Strategies and Tools for Performing Migrations on Platform" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/10/EN177_Strategies_and_tools_72ppi.png 1200w, https://storage.googleapis.com/production-eng/1/2022/10/EN177_Strategies_and_tools_72ppi-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/10/EN177_Strategies_and_tools_72ppi-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/10/EN177_Strategies_and_tools_72ppi-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/10/EN177_Strategies_and_tools_72ppi-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">November 15, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/11/strategies-and-tools-for-performing-migrations-on-platform/" title="Strategies and Tools for Performing Migrations on Platform">Strategies and Tools for Performing Migrations on Platform</a> </h2>  <p>Needing to deliver faster and more reliably while managing a growing number of contributors and a more complex codebase seems [...]</p> <span class="by"> Published by Mariana Ardoino (Staff Engineer) and Raul Herbster (Engineering Manager) </span> </div> </article>  </li> <li>  <article id="post-5549" class="post-5549 post type-post status-publish format-standard has-post-thumbnail hentry category-backstage category-developer-tools category-infrastructure category-platform category-security tag-backend tag-security tag-web">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/11/spotifys-vulnerability-management-platform/" title="Spotify’s Vulnerability Management Platform"> <img src="https://storage.googleapis.com/production-eng/1/2022/10/EN176-Vulnerability-Management-Platform-Header-FINAL_72ppi.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Spotify’s Vulnerability Management Platform" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/10/EN176-Vulnerability-Management-Platform-Header-FINAL_72ppi.png 1200w, https://storage.googleapis.com/production-eng/1/2022/10/EN176-Vulnerability-Management-Platform-Header-FINAL_72ppi-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/10/EN176-Vulnerability-Management-Platform-Header-FINAL_72ppi-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/10/EN176-Vulnerability-Management-Platform-Header-FINAL_72ppi-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/10/EN176-Vulnerability-Management-Platform-Header-FINAL_72ppi-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">November 8, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/11/spotifys-vulnerability-management-platform/" title="Spotify’s Vulnerability Management Platform">Spotify’s Vulnerability Management Platform</a> </h2>  <p>We started developing our vulnerability management platform (VMP) at Spotify in Q2, 2020, and now that we’ve implemented it and [...]</p> <span class="by"> Published by Yukio Mizuta (Sr. Backend Engineer) and Nurit Izrailov (Software Engineer) </span> </div> </article>  </li> <li>  <article id="post-5557" class="post-5557 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-platform tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/10/how-we-improved-the-development-experience-for-our-client-developers/" title="How We Improved the Development Experience for our Client Developers"> <img src="https://storage.googleapis.com/production-eng/1/2022/10/EN175-How-we-improved-72ppi.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="How We Improved the Development Experience for our Client Developers" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/10/EN175-How-we-improved-72ppi.png 1200w, https://storage.googleapis.com/production-eng/1/2022/10/EN175-How-we-improved-72ppi-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/10/EN175-How-we-improved-72ppi-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/10/EN175-How-we-improved-72ppi-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/10/EN175-How-we-improved-72ppi-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">October 27, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/10/how-we-improved-the-development-experience-for-our-client-developers/" title="How We Improved the Development Experience for our Client Developers">How We Improved the Development Experience for our Client Developers</a> </h2>  <p>TL;DR The core motivation for Spotify’s Client Platform (CliP) team is empowering and unblocking client developers and giving teams the [...]</p> <span class="by"> Published by Anna Granhed (Product Manager) and Nandini Singh (Senior Data Scientist) </span> </div> </article>  </li> <li>  <article id="post-5520" class="post-5520 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-platform category-product tag-backend tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/10/bringing-the-climate-fight-to-your-ide/" title="Bringing the Climate Fight to Your IDE"> <img src="https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="![Integrating the planet into our code](spotify-climate-engineering.png)" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering.png 1999w, https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering-700x345.png 700w, https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering-1536x756.png 1536w, https://storage.googleapis.com/production-eng/1/2022/10/spotify-climate-engineering-120x59.png 120w" sizes="auto, (max-width: 1999px) 100vw, 1999px" /> </a> </div>  <div class="info"> <span class="date">October 25, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/10/bringing-the-climate-fight-to-your-ide/" title="Bringing the Climate Fight to Your IDE">Bringing the Climate Fight to Your IDE</a> </h2>  <p>TL;DR As part of Spotify’s goal to reach net zero emissions by 2030, we’ve made climate action one of our [...]</p> <span class="by"> Published by Tyson Singer, Head of Technology and Platforms </span> </div> </article>  </li> <li>  <article id="post-5465" class="post-5465 post type-post status-publish format-standard has-post-thumbnail hentry category-data category-developer-tools category-infrastructure category-web tag-web">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/09/from-development-to-real-users-how-to-create-a-web-performance-story/" title="From Development to Real Users: How to Create a Web Performance Story"> <img src="https://storage.googleapis.com/production-eng/1/2022/09/Header.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/09/Header.png 1999w, https://storage.googleapis.com/production-eng/1/2022/09/Header-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/09/Header-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/09/Header-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/09/Header-1536x755.png 1536w, https://storage.googleapis.com/production-eng/1/2022/09/Header-120x59.png 120w" sizes="auto, (max-width: 1999px) 100vw, 1999px" /> </a> </div>  <div class="info"> <span class="date">September 29, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/09/from-development-to-real-users-how-to-create-a-web-performance-story/" title="From Development to Real Users: How to Create a Web Performance Story">From Development to Real Users: How to Create a Web Performance Story</a> </h2>  <p>Some of the most common questions asked when it comes to work with performance are, How do you convince stakeholders [...]</p> <span class="by"> Published by Vinicius Teixeira Dallacqua, Engineer </span> </div> </article>  </li> <li>  <article id="post-5444" class="post-5444 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure category-platform tag-backend">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/09/scaling-translations-at-spotify/" title="Scaling Translations at Spotify"> <img src="https://storage.googleapis.com/production-eng/1/2022/09/EN173-Scaling-Translations.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Scaling Translations at Spotify" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/09/EN173-Scaling-Translations.png 1200w, https://storage.googleapis.com/production-eng/1/2022/09/EN173-Scaling-Translations-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/09/EN173-Scaling-Translations-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/09/EN173-Scaling-Translations-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/09/EN173-Scaling-Translations-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">September 15, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/09/scaling-translations-at-spotify/" title="Scaling Translations at Spotify">Scaling Translations at Spotify</a> </h2>  <p>Last year, we added support for 36 new languages to our products in one go, for a total of 62 [...]</p> <span class="by"> Published by Tommy Tynjä (Senior Engineering Manager and Project Engineering Lead) and Martiño Prada Díaz (Director, Localization) </span> </div> </article>  </li> <li>  <article id="post-5394" class="post-5394 post type-post status-publish format-standard has-post-thumbnail hentry category-data category-infrastructure category-web tag-backend tag-web">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/07/what-it-took-to-scale-spotifys-marketing-efforts/" title="What it Took to Scale Spotify’s Marketing Efforts"> <img src="https://storage.googleapis.com/production-eng/1/2022/07/Scaling-for-Midyear-Marketing_Header.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/07/Scaling-for-Midyear-Marketing_Header.png 1200w, https://storage.googleapis.com/production-eng/1/2022/07/Scaling-for-Midyear-Marketing_Header-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/07/Scaling-for-Midyear-Marketing_Header-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/07/Scaling-for-Midyear-Marketing_Header-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/07/Scaling-for-Midyear-Marketing_Header-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">July 5, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/07/what-it-took-to-scale-spotifys-marketing-efforts/" title="What it Took to Scale Spotify’s Marketing Efforts">What it Took to Scale Spotify’s Marketing Efforts</a> </h2>  <p>At Spotify, we’ve tried to uphold the tradition of running one major holiday marketing campaign at the end of each [...]</p> <span class="by"> Published by James La Broy, Senior Engineer </span> </div> </article>  </li> <li>  <article id="post-5359" class="post-5359 post type-post status-publish format-standard has-post-thumbnail hentry category-infrastructure tag-backend">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/06/how-we-built-infrastructure-to-run-user-forecasts-at-spotify/" title="How We Built Infrastructure to Run User Forecasts at Spotify"> <img src="https://storage.googleapis.com/production-eng/1/2022/06/EN166-User-Forecasting-Models-Blog-Post-Header-FINAL-72ppi.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="How We Built Infrastructure to Run User Forecasts at Spotify" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/06/EN166-User-Forecasting-Models-Blog-Post-Header-FINAL-72ppi.png 1200w, https://storage.googleapis.com/production-eng/1/2022/06/EN166-User-Forecasting-Models-Blog-Post-Header-FINAL-72ppi-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/06/EN166-User-Forecasting-Models-Blog-Post-Header-FINAL-72ppi-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/06/EN166-User-Forecasting-Models-Blog-Post-Header-FINAL-72ppi-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/06/EN166-User-Forecasting-Models-Blog-Post-Header-FINAL-72ppi-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">June 16, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/06/how-we-built-infrastructure-to-run-user-forecasts-at-spotify/" title="How We Built Infrastructure to Run User Forecasts at Spotify">How We Built Infrastructure to Run User Forecasts at Spotify</a> </h2>  <p>TL;DR With Spotify’s rapid global expansion to more than 180 countries, it’s critical that the infrastructure of user forecasts catch [...]</p> <span class="by"> Published by Molly Zhu, Insights Manager </span> </div> </article>  </li> <li>  <article id="post-5300" class="post-5300 post type-post status-publish format-standard has-post-thumbnail hentry category-developer-tools category-infrastructure category-people category-platform tag-backend tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/05/failing-forward-how-we-grow-from-incidents/" title="Failing Forward — How We Grow from Incidents"> <img src="https://storage.googleapis.com/production-eng/1/2022/05/N164-Failing-Forward-How-We-Grow-from-Incidents_final-v4_header-72PPI.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="Failing Forward — How We Grow from Incidents" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/05/N164-Failing-Forward-How-We-Grow-from-Incidents_final-v4_header-72PPI.png 1200w, https://storage.googleapis.com/production-eng/1/2022/05/N164-Failing-Forward-How-We-Grow-from-Incidents_final-v4_header-72PPI-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/05/N164-Failing-Forward-How-We-Grow-from-Incidents_final-v4_header-72PPI-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2022/05/N164-Failing-Forward-How-We-Grow-from-Incidents_final-v4_header-72PPI-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2022/05/N164-Failing-Forward-How-We-Grow-from-Incidents_final-v4_header-72PPI-120x59.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">May 12, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/05/failing-forward-how-we-grow-from-incidents/" title="Failing Forward — How We Grow from Incidents">Failing Forward — How We Grow from Incidents</a> </h2>  <p>This past year, a few of us who focus on the reliability of Spotify for Artists (S4A) spent some time [...]</p> <span class="by"> Published by Clint Byrum, Staff Engineer </span> </div> </article>  </li> <li>  <article id="post-5158" class="post-5158 post type-post status-publish format-standard has-post-thumbnail hentry category-backstage category-developer-tools category-infrastructure category-my-beat tag-backend">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/03/chantal-delfeld-engineer/" title="Chantal Delfeld: Engineer"> <img src="https://storage.googleapis.com/production-eng/1/2022/03/Header-Image_Chantal-Delfeld.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/03/Header-Image_Chantal-Delfeld.png 1200w, https://storage.googleapis.com/production-eng/1/2022/03/Header-Image_Chantal-Delfeld-250x156.png 250w, https://storage.googleapis.com/production-eng/1/2022/03/Header-Image_Chantal-Delfeld-700x438.png 700w, https://storage.googleapis.com/production-eng/1/2022/03/Header-Image_Chantal-Delfeld-768x480.png 768w, https://storage.googleapis.com/production-eng/1/2022/03/Header-Image_Chantal-Delfeld-120x75.png 120w" sizes="auto, (max-width: 1200px) 100vw, 1200px" /> </a> </div>  <div class="info"> <span class="date">March 9, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/03/chantal-delfeld-engineer/" title="Chantal Delfeld: Engineer">Chantal Delfeld: Engineer</a> </h2>  <p>7:00am My early mornings are spent running about after my children – getting them dressed, giving them breakfast and putting on [...]</p> <span class="by"> Published by Spotify Engineering </span> </div> </article>  </li> <li>  <article id="post-5125" class="post-5125 post type-post status-publish format-standard has-post-thumbnail hentry category-data category-developer-tools category-infrastructure category-maching-learning category-mobile category-platform category-product tag-engineering-culture tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2022/03/introducing-nerdout-at-spotify-tech-podcast/" title="Introducing NerdOut@Spotify: A New Podcast for Developers"> <img src="https://storage.googleapis.com/production-eng/1/2022/03/NerdOut@Spotify.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2022/03/NerdOut@Spotify.png 1000w, https://storage.googleapis.com/production-eng/1/2022/03/NerdOut@Spotify-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2022/03/NerdOut@Spotify-700x343.png 700w, https://storage.googleapis.com/production-eng/1/2022/03/NerdOut@Spotify-768x376.png 768w, https://storage.googleapis.com/production-eng/1/2022/03/NerdOut@Spotify-120x59.png 120w" sizes="auto, (max-width: 1000px) 100vw, 1000px" /> </a> </div>  <div class="info"> <span class="date">March 1, 2022 </span>  <h2> <a href="https://engineering.atspotify.com/2022/03/introducing-nerdout-at-spotify-tech-podcast/" title="Introducing NerdOut@Spotify: A New Podcast for Developers">Introducing NerdOut@Spotify: A New Podcast for Developers</a> </h2>  <p>TL;DR For years, Spotify’s official engineering blog has been giving you a peek behind the curtain at Spotify R&D. Today, [...]</p> <span class="by"> Published by Dave Zolotusky, Principal Engineer </span> </div> </article>  </li> <li>  <article id="post-4821" class="post-4821 post type-post status-publish format-standard has-post-thumbnail hentry category-data category-data-science category-developer-tools category-infrastructure tag-data">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2021/10/changing-the-wheels-on-a-moving-bus-spotify-event-delivery-migration/" title="Changing the Wheels on a Moving Bus — Spotify’s Event Delivery Migration"> <img src="https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage.png 2105w, https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage-250x124.png 250w, https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage-700x347.png 700w, https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage-768x381.png 768w, https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage-1536x761.png 1536w, https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage-2048x1015.png 2048w, https://storage.googleapis.com/production-eng/1/2021/10/Event-Delivery_Header-IMage-120x59.png 120w" sizes="auto, (max-width: 2105px) 100vw, 2105px" /> </a> </div>  <div class="info"> <span class="date">October 20, 2021 </span>  <h2> <a href="https://engineering.atspotify.com/2021/10/changing-the-wheels-on-a-moving-bus-spotify-event-delivery-migration/" title="Changing the Wheels on a Moving Bus — Spotify’s Event Delivery Migration">Changing the Wheels on a Moving Bus — Spotify’s Event Delivery Migration</a> </h2>  <p>At Spotify, data rules all. We log a variety of data, from listening history, to results of A/B testing, to [...]</p> <span class="by"> Published by Flavio Santos (Data Infrastructure Engineer) and Robert Stephenson (Senior Product Manager) </span> </div> </article>  </li> <li>  <article id="post-4612" class="post-4612 post type-post status-publish format-standard has-post-thumbnail hentry category-backstage category-infrastructure category-open-source tag-backend tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2021/05/a-product-story-the-lessons-of-backstage-and-spotifys-autonomous-culture/" title="A Product Story: The Lessons of Backstage and Spotify’s Autonomous Culture"> <img src="https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story.png 2500w, https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story-250x123.png 250w, https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story-700x344.png 700w, https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story-768x378.png 768w, https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story-1536x756.png 1536w, https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story-2048x1008.png 2048w, https://storage.googleapis.com/production-eng/1/2020/08/05-18-21-A-Product-Story-120x59.png 120w" sizes="auto, (max-width: 2500px) 100vw, 2500px" /> </a> </div>  <div class="info"> <span class="date">May 18, 2021 </span>  <h2> <a href="https://engineering.atspotify.com/2021/05/a-product-story-the-lessons-of-backstage-and-spotifys-autonomous-culture/" title="A Product Story: The Lessons of Backstage and Spotify’s Autonomous Culture">A Product Story: The Lessons of Backstage and Spotify’s Autonomous Culture</a> </h2>  <p>TLDR; In episode 08 of our podcast series “Spotify: A Product Story”, we share stories and lessons from building and [...]</p> <span class="by"> Published by Spotify Engineering </span> </div> </article>  </li> <li>  <article id="post-4585" class="post-4585 post type-post status-publish format-standard has-post-thumbnail hentry category-backstage category-developer-tools category-infrastructure tag-engineering-leadership">  <div class="img-holder"> <a href="https://engineering.atspotify.com/2021/05/spotify-wins-cncfs-top-end-user-award-and-toots-own-horn-about-it/" title="Spotify Wins CNCF’s Top End User Award and Toots Own Horn About It"> <img src="https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1.png" class="attachment-post-thumbnail size-post-thumbnail wp-post-image" alt="" decoding="async" loading="lazy" srcset="https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1.png 2105w, https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1-250x126.png 250w, https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1-700x351.png 700w, https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1-768x386.png 768w, https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1-1536x771.png 1536w, https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1-2048x1028.png 2048w, https://storage.googleapis.com/production-eng/1/2021/05/spotify-wins-cncf-end-user-award-1-120x60.png 120w" sizes="auto, (max-width: 2105px) 100vw, 2105px" /> </a> </div>  <div class="info"> <span class="date">May 11, 2021 </span>  <h2> <a href="https://engineering.atspotify.com/2021/05/spotify-wins-cncfs-top-end-user-award-and-toots-own-horn-about-it/" title="Spotify Wins CNCF’s Top End User Award and Toots Own Horn About It">Spotify Wins CNCF’s Top End User Award and Toots Own Horn About It</a> </h2>  <p>Last week, Spotify won an award — and we’re not playing it cool. We tweeted. We bragged on LinkedIn. Our [...]</p> <span class="by"> Published by Dave Zolotusky, Principal Engineer & CNCF Technical Oversight Committee Representative </span> </div> </article>  </li> </ul>  <div class="pagination"> <span aria-current="page" class="page-numbers current">1</span> <a class="page-numbers" href="https://engineering.atspotify.com/category/infrastructure/page/2/">2</a> <a class="page-numbers" href="https://engineering.atspotify.com/category/infrastructure/page/3/">3</a> <a class="page-numbers" href="https://engineering.atspotify.com/category/infrastructure/page/4/">4</a> <a class="next page-numbers" href="https://engineering.atspotify.com/category/infrastructure/page/2/">Next »</a></div>  </section>  <aside class="asidebar"> <div class="categories-list sub-nav" > <div class="field-label">Infrastructure</div> <h2>Other categories</h2> <ul> <li class="cat-item cat-item-147"><a href="https://engineering.atspotify.com/category/backstage/">Backstage</a> </li> <li class="cat-item cat-item-2"><a href="https://engineering.atspotify.com/category/data/">Data</a> </li> <li class="cat-item cat-item-3"><a href="https://engineering.atspotify.com/category/data-science/">Data Science</a> </li> <li class="cat-item cat-item-146"><a href="https://engineering.atspotify.com/category/design/">Design</a> </li> <li class="cat-item cat-item-4"><a href="https://engineering.atspotify.com/category/developer-tools/">Developer Tools</a> </li> <li class="cat-item cat-item-5 current-cat"><a aria-current="page" href="https://engineering.atspotify.com/category/infrastructure/">Infrastructure</a> </li> <li class="cat-item cat-item-6"><a href="https://engineering.atspotify.com/category/labs/">Labs</a> </li> <li class="cat-item cat-item-7"><a href="https://engineering.atspotify.com/category/maching-learning/">Machine Learning</a> </li> <li class="cat-item cat-item-8"><a href="https://engineering.atspotify.com/category/mobile/">Mobile</a> </li> <li class="cat-item cat-item-10"><a href="https://engineering.atspotify.com/category/open-source/">Open Source</a> </li> <li class="cat-item cat-item-11"><a href="https://engineering.atspotify.com/category/people/">People</a> </li> <li class="cat-item cat-item-149"><a href="https://engineering.atspotify.com/category/platform/">Platform</a> </li> <li class="cat-item cat-item-148"><a href="https://engineering.atspotify.com/category/product/">Product</a> </li> <li class="cat-item cat-item-12"><a href="https://engineering.atspotify.com/category/security/">Security</a> </li> <li class="cat-item cat-item-144"><a href="https://engineering.atspotify.com/category/web/">Web</a> </li> </ul> </div> </aside> </main>  <link href="//cdn-images.mailchimp.com/embedcode/classic-10_7.css" rel="stylesheet" type="text/css"> <div class="subscribe"> <div class="container"> <div class="footer-logo mobile"> <a href="https://engineering.atspotify.com"> <img src="https://engineering.atspotify.com/wp-content/themes/theme-spotify/images/footer-logo.svg" alt=""> </a> </div> </div> <div class="container"> <div class="col-6"> <div class="content-wrapper"> <h2>Sign up for engineering updates</h2> <small>By clicking sign up you’ll receive occasional emails from Spotify. 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