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Software | ASML - Supplying the semiconductor industry

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black background." style="object-position:50% 50%" layout="fill" srcSet="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/lines-of-code.jpg?mw=100 100w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/lines-of-code.jpg?mw=320 320w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/lines-of-code.jpg?mw=500 500w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/lines-of-code.jpg?mw=576 576w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/lines-of-code.jpg?mw=750 750w, 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src="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/lines-of-code.jpg?h=1080&amp;iar=0&amp;w=1920"/></div></div><div class="hero-banner-content-container "><div class="fluid-grid"><div class="hero-banner-content translate-y-0 opacity-100 "><div class="component breadcrumbs--hero-banner"><nav><ol><li class=" "><a title="Home" href="/en">Home</a><svg width="6" height="9" viewBox="0 0 6 9" xmlns="http://www.w3.org/2000/svg"><path d="M1.52 9.056 5.157 5.42h.001l.606-.606L1.521.57l-.606.606L4.55 4.814.915 8.45l.606.606Z" fill="currentColor" fill-rule="nonzero"></path></svg></li><li class="mobile-back-item "><svg width="6" height="9" viewBox="0 0 6 9" xmlns="http://www.w3.org/2000/svg"><path d="M4.52.571.887 4.208H.884l-.606.606 4.243 4.242.606-.606-3.635-3.636 3.635-3.637L4.52.571Z" fill="currentColor" fill-rule="nonzero"></path></svg><a title="Technology" href="/en/technology">Technology</a><svg width="6" height="9" viewBox="0 0 6 9" xmlns="http://www.w3.org/2000/svg"><path d="M1.52 9.056 5.157 5.42h.001l.606-.606L1.521.57l-.606.606L4.55 4.814.915 8.45l.606.606Z" fill="currentColor" fill-rule="nonzero"></path></svg></li></ol></nav></div><h1 class="hero-banner-title page-title" role="heading">Software at ASML</h1><p role="heading" class="hero-banner-subtitle page-subtitle scrollbar-hide max-h-[198px]">Our lithography machines are a hybrid of high-tech hardware and advanced software</p><div class="hero-banner-comp"><div class="hero-banner-comp-line"><svg class="h-full w-full object-cover object-center " role="img" xlink:title="long arrow"><use href="/images/icons/long-arrow.svg#long-arrow"></use></svg></div><label class="hero-banner-comp-text"><span class="">01 / 37</span></label></div></div></div></div></div></div><div class="component col-span-12 bg-color-blue-200 bg-light custom-container rte-container fluid-grid"><div class="component col-span-12 mb-12 md:col-start-3 md:col-span-8 lg:col-start-3 lg:col-span-8 xl:col-start-4 xl:col-span-6 font-weight--light custom-rich-text "><div><h4 class="rte-align-center">You might think of ASML as a hardware company, but we actually have one of the world’s largest and most pioneering software communities.</h4></div></div><div class="component col-span-12 md:col-start-3 md:col-span-4 rte--body-lg custom-rich-text "><div><p>Software is important for ASML. As computer chips continue to decrease in size, it would be impossible for our customers to manufacture at dimensions of 10 nm or smaller without the software we develop.</p></div></div><div class="component col-span-12 md:col-start-8 md:col-span-3 custom-rich-text "><div><p>As a result, our lithography machines are now a hybrid of high-tech hardware and advanced software. Our development teams work across a range of coding practices, providing innovative solutions to the intricate problems that affect the chip-making systems at the heart of the electronics industry.</p></div></div></div><div class="component col-span-12 custom-container rte-container fluid-grid"><div class="component col-span-12 mb-2 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3 font-weight--medium custom-rich-text "><div><h4>Embedded software</h4></div></div><div class="component col-span-12 mb-6 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3 custom-rich-text "><div><p>All our lithography systems make use of our embedded software, which steers and controls our machines. Under development for the last 30 years, our embedded software code base is now comprised of millions of lines of code. We increasingly rely on an industry-leading technique called model-driven engineering (MDE) to improve our code, providing our business with a competitive advantage and our customers with complete confidence in our machines.</p></div></div><div class="component col-span-12 mb-2 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3 font-weight--medium custom-rich-text "><div><h4>Scanner metrology software</h4></div></div><div class="component col-span-12 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3 custom-rich-text "><div><p>Software also coordinates the behavior of the powerful mechatronic modules inside our lithography systems (also known as ‘scanners’). It is needed to position the silicon wafers at rapid speed, with nanometer precision.</p><p><br /></p><p>Our scanner metrology software helps&nbsp;<a href="/en/technology/lithography-principles/measuring-accuracy" rel="noopener noreferrer">measure and compensate</a> for the sub-nanometer inaccuracies that inevitably creep in during production due to material imperfections, temperature fluctuations or atmospheric pressure changes. It calculates how our hardware should behave to correct for this, coordinating the many components to maximize system performance.</p></div></div></div><div class="component itb itb--default col-span-12 no-pb"><div class="itb-text-col component-wrapper"><div class="component col-span-12 mb-2 font-weight--medium custom-rich-text "><div><h4>Application software</h4></div></div><div class="component col-span-12 mb-6 custom-rich-text "><div><p>Our application software allows our customers to optimize production. It is essentially our ‘off-machine’ software, which is used for system calibration, diagnostics, evaluation and automation, helping our customers interact with their systems.</p><p><br /></p><p>A user interface sits on top of our application software. This is an increasingly important component, providing a seamless user experience for the increasing number of people that need to work with our application software thanks to advancing digitization.</p></div></div><div class="component col-span-12 mb-2 font-weight--medium custom-rich-text "><div><h4>Computational lithography software</h4></div></div><div class="component col-span-12 custom-rich-text "><div><p>Computational lithography software is a relatively new field in the semiconductor industry. It’s a technique that’s used to reconstruct the reticle mask, because the structures patterned onto a silicon wafer deform when we scale down to nanometer resolutions.</p><p><br /></p><p>Our work in&nbsp;<a href="/en/products/computational-lithography" rel="noopener noreferrer">computational lithography</a> focuses on developing accurate predictions of the semiconductor patterning process. However, today’s advanced chips have billions of transistors and the resulting simulation models can quickly become computationally intensive. So, our computational software also finds clever ways to simplify the model.</p></div></div></div><div class="itb-media-col component-wrapper"><div class="itb-img"><img alt="System performance engineer" width="1920" height="1080" loading="lazy" title="System performance engineer" style="object-position:50% 50%" sizes="(max-width: 99px) 100px, (max-width: 319px) 320px, (max-width: 499px) 500px, (max-width: 575px) 575px, 1200px" srcSet="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?mw=100 100w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?mw=320 320w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?mw=500 500w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?mw=576 576w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?mw=1200 1200w" src="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?h=1080&amp;iar=0&amp;w=1920"/></div></div></div><div class="component itb itb--default col-span-12 undefined"><div class="itb-text-col component-wrapper"><div class="component col-span-12 mb-2 font-weight--medium custom-rich-text "><div><h4>Integrating machine learning</h4></div></div><div class="component col-span-12 mb-6 custom-rich-text "><div><p>Our software teams have been developing machine learning tools for years to dramatically speed up the simulation and manufacturing process.</p><p><br /></p><p>The methodologies used to develop rigorous physical models and machine learning models are very similar. Both need lots of experimental results and data to shape the prediction, but machine learning saves a lot of time and effort, while improving accuracy and consistency.</p><p><br /></p><p>Machine learning also presents an opportunity to more fully utilize the large amounts of data generated in a manufacturing environment to enhance process control.</p></div></div><div class="component col-span-12 mb-2 font-weight--medium custom-rich-text "><div><h4>Working with big data</h4></div></div><div class="component col-span-12 custom-rich-text "><div><p>Our data scientists work with a unique combination of extreme complexity and very high-volume data. They need to utilize disparate data sources in novel ways and generate actionable insights. These insights can create new product offerings or improve the capabilities, performance and efficiency of existing products and services throughout the company.</p><p><br /></p><p>For example, our metrology systems generate terabytes of data. Extracting, managing, and analyzing such huge volumes of data to optimize our machines is a major challenge for our software development teams.</p><p><br /></p></div></div></div><div class="itb-media-col component-wrapper"><div class="itb-img"><img alt="A conceptualization of big data, artificial intelligence and machine learning with a circuit board." width="1920" height="1080" loading="lazy" title="A conceptualization of big data, artificial intelligence and machine learning with a circuit board." style="object-position:50% 50%" sizes="(max-width: 99px) 100px, (max-width: 319px) 320px, (max-width: 499px) 500px, (max-width: 575px) 575px, 1200px" srcSet="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/conceptualization-big-data.jpg?mw=100 100w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/conceptualization-big-data.jpg?mw=320 320w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/conceptualization-big-data.jpg?mw=500 500w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/conceptualization-big-data.jpg?mw=576 576w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/conceptualization-big-data.jpg?mw=1200 1200w" src="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/software/conceptualization-big-data.jpg?h=1080&amp;iar=0&amp;w=1920"/></div></div></div><div class="component col-span-12 bg-gradient-orange-red bg-dark custom-container rte-container fluid-grid"><div class="component col-span-12 md:col-start-3 md:col-span-8 xl:col-start-4 xl:col-span-6 custom-rich-text "><div><p class="rte-align-center">Want to join our team of software engineers? You’ll get the freedom and flexibility to tackle challenges and make our software achieve what seems to be impossible.&nbsp;<a href="/en/careers/technical-fields/computer-science-jobs-software-engineering" rel="noopener noreferrer">View our jobs</a>&nbsp;and apply today.</p></div></div></div><div class="component related-content related-content--contents col-span-12 bg-color-primary bg-dark"><div class="related-content-contents"><div class="related-content-container"><div class="related-content-heading-container"><span class="related-content-heading">Related content</span></div><div class="related-content-card-container"><a title="" target="" class="related-content-card related-content-card--content" href="/en/careers/technical-fields/computer-science-jobs-software-engineering"><img alt="Two ASML colleagues work together on a whiteboard." width="1920" height="1080" sizes="(max-width: 99px) 100px, (max-width: 319px) 320px, 500px" class="related-content-card-image" title="Two ASML colleagues work together on a whiteboard." srcSet="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/careers/teams/support-functions/asml-staff-in-office.jpg?mw=100 100w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/careers/teams/support-functions/asml-staff-in-office.jpg?mw=320 320w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/careers/teams/support-functions/asml-staff-in-office.jpg?mw=500 500w" src="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/careers/teams/support-functions/asml-staff-in-office.jpg?h=1080&amp;iar=0&amp;w=1920"/><div class="related-content-card-body rte-container"><span class="related-content-card-title">Computer science &amp; software engineering</span><div class="related-content-card-text">Find out what it's like working as a computer scientist or software developer at ASML working in C++, C#, Python or Java.</div></div></a></div><div class="related-content-card-container"><a title="" target="" class="related-content-card related-content-card--content" href="/en/products/computational-lithography"><img alt="lithography elements wafer reticle" width="1920" height="1280" sizes="(max-width: 99px) 100px, (max-width: 319px) 320px, 500px" class="related-content-card-image" title="lithography elements wafer reticle" srcSet="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/lithography-elements/47149-lithography-elements-wafer-reticle.jpg?mw=100 100w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/lithography-elements/47149-lithography-elements-wafer-reticle.jpg?mw=320 320w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/lithography-elements/47149-lithography-elements-wafer-reticle.jpg?mw=500 500w" src="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/lithography-elements/47149-lithography-elements-wafer-reticle.jpg?h=1280&amp;iar=0&amp;w=1920"/><div class="related-content-card-body rte-container"><span class="related-content-card-title">Computational lithography</span><div class="related-content-card-text">ASML's industry-leading computational lithography products enable accurate lithography simulations that help to improve chip yield and quality.</div></div></a></div><div class="related-content-card-container"><a title="" target="" class="related-content-card related-content-card--content" href="/en/products/metrology-and-inspection-systems"><img alt="NXE3400 metrology" width="1920" height="1080" sizes="(max-width: 99px) 100px, (max-width: 319px) 320px, 500px" class="related-content-card-image" title="NXE3400 metrology" srcSet="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/43677-inside-nxe3400.jpg?mw=100 100w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/43677-inside-nxe3400.jpg?mw=320 320w, https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/43677-inside-nxe3400.jpg?mw=500 500w" src="https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/43677-inside-nxe3400.jpg?h=1080&amp;iar=0&amp;w=1920"/><div class="related-content-card-body rte-container"><span class="related-content-card-title">Metrology &amp; inspection systems</span><div class="related-content-card-text">Our optical and e-beam wafer metrology and inspection products quickly and accurately measure pattern quality before and during high-volume chip manufacturing.</div></div></a></div></div></div></div></div></main><footer class="footer-bg--medium relative block w-full"><div id="footer" class="grid grid-cols-12"><div class="component breadcrumbs--footer "><nav><ol><li><a title="Home" class="breadcrumb-item" href="/en">Home</a></li><li><a title="Technology" class="breadcrumb-item" href="/en/technology">Technology</a></li><li><a title="Software" class="breadcrumb-item" href="/en/technology/software">Software</a></li></ol></nav></div><div class="component col-span-12 px-1 custom-container rte-container fluid-grid"><div class="component link-list--default col-span-12 md:col-span-4 md:col-start-3 lg:col-span-2 lg:col-start-3"><span class="link-list-title">Learn</span><div class="link-list-items-container"><a title="ASML at a glance" target="" class="link-list-item" href="/en/company/about-asml/asml-at-a-glance">ASML at a glance</a></div><div 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As computer chips continue to decrease in size, it would be impossible for our customers to manufacture at dimensions of 10 nm or smaller without the software we develop.\u003c/p\u003e"}}},{"uid":"9b05beb8-07b4-461b-9985-353fe9934ea4","componentName":"CustomRichText","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/RT - Intro 3","params":{"GridParameters":"col-span-12 md:col-start-8 md:col-span-3","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp\u003eAs a result, our lithography machines are now a hybrid of high-tech hardware and advanced software. Our development teams work across a range of coding practices, providing innovative solutions to the intricate problems that affect the chip-making systems at the heart of the electronics industry.\u003c/p\u003e"}}}]}},{"uid":"4c7debb8-53b9-41eb-955e-fae71cf4b400","componentName":"CustomContainer","dataSource":"","params":{"GridParameters":"col-span-12","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"placeholders":{"content-component-placeholder":[{"uid":"3c34d619-14e9-4e8e-9416-a423d85b3e46","componentName":"CustomRichText","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/RT - Embedded software 1","params":{"GridParameters":"col-span-12 mb-2 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3","FieldNames":"Default","Styles":"font-weight--medium","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003ch4\u003eEmbedded software\u003c/h4\u003e"}}},{"uid":"e58fc463-82cc-42cf-b933-71519f9949c0","componentName":"CustomRichText","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/RT - Embedded software 2","params":{"GridParameters":"col-span-12 mb-6 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp\u003eAll our lithography systems make use of our embedded software, which steers and controls our machines. Under development for the last 30 years, our embedded software code base is now comprised of millions of lines of code. We increasingly rely on an industry-leading technique called model-driven engineering (MDE) to improve our code, providing our business with a competitive advantage and our customers with complete confidence in our machines.\u003c/p\u003e"}}},{"uid":"49f32ba0-75e4-43d6-a2fd-5f7182b1d371","componentName":"CustomRichText","dataSource":"11733178-2435-41c5-99a2-6caae7abed4a","params":{"GridParameters":"col-span-12 mb-2 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3","FieldNames":"Default","Styles":"font-weight--medium","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003ch4\u003eScanner metrology software\u003c/h4\u003e"}}},{"uid":"6a80f98c-47d0-452c-ad32-a5f482e93dc7","componentName":"CustomRichText","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/RT - Scanner metrology software 2","params":{"GridParameters":"col-span-12 md:col-start-3 md:col-span-5 xxl:col-span-4 xxl:col-start-3","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp\u003eSoftware also coordinates the behavior of the powerful mechatronic modules inside our lithography systems (also known as ‘scanners’). It is needed to position the silicon wafers at rapid speed, with nanometer precision.\u003c/p\u003e\u003cp\u003e\u003cbr /\u003e\u003c/p\u003e\u003cp\u003eOur scanner metrology software helps\u0026nbsp;\u003ca href=\"/en/technology/lithography-principles/measuring-accuracy\" rel=\"noopener noreferrer\"\u003emeasure and compensate\u003c/a\u003e for the sub-nanometer inaccuracies that inevitably creep in during production due to material imperfections, temperature fluctuations or atmospheric pressure changes. It calculates how our hardware should behave to correct for this, coordinating the many components to maximize system performance.\u003c/p\u003e"}}}]}},{"uid":"b0690f59-1c50-4bf3-a92b-35e9de62f3b6","componentName":"ImageTextBlock","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/ITB - Application software","params":{"GridParameters":"col-span-12","FieldNames":"Default","Styles":"no-pb","CacheClearingBehavior":"Clear on publish"},"fields":{"text":{"value":""},"title":{"value":""},"image":{"value":{"src":"https://edge.sitecorecloud.io/asmlnetherlaaea-asmlcom-prd-5369/media/project/asmlcom/asmlcom/asml/images/technology/cleanroom/47027-cleanroom-assembly.jpg?h=1080\u0026iar=0\u0026w=1920","alt":"System performance engineer","width":"1920","height":"1080"}},"imageFocalPoint":{"Top":"50%","Left":"50%"},"imageCaption":{"value":""},"largeParagraph":{"value":""},"stackedText":{"value":""},"EnableImageEnlargement":{"value":false}},"placeholders":{"image-text-block-placeholder-a":[{"uid":"699baa78-f943-497b-a385-bc9026fd8693","componentName":"CustomRichText","dataSource":"646cdc2c-9d6c-4994-968e-21216df0d1f8","params":{"GridParameters":"col-span-12 mb-2","FieldNames":"Default","Styles":"font-weight--medium","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003ch4\u003eApplication software\u003c/h4\u003e"}}},{"uid":"4d40286f-db30-4940-bc0f-689a446f2822","componentName":"CustomRichText","dataSource":"79cf8847-d842-4ce6-8571-f6dccb62dacb","params":{"GridParameters":"col-span-12 mb-6","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp\u003eOur application software allows our customers to optimize production. It is essentially our ‘off-machine’ software, which is used for system calibration, diagnostics, evaluation and automation, helping our customers interact with their systems.\u003c/p\u003e\u003cp\u003e\u003cbr /\u003e\u003c/p\u003e\u003cp\u003eA user interface sits on top of our application software. This is an increasingly important component, providing a seamless user experience for the increasing number of people that need to work with our application software thanks to advancing digitization.\u003c/p\u003e"}}},{"uid":"b93498e6-d150-47ea-a8ce-7009726f6f5a","componentName":"CustomRichText","dataSource":"efde422e-ba3c-4a11-932a-74ba8af791c4","params":{"GridParameters":"col-span-12 mb-2","FieldNames":"Default","Styles":"font-weight--medium","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003ch4\u003eComputational lithography software\u003c/h4\u003e"}}},{"uid":"62a70368-fa59-4e8d-a17d-8c549f89e9a1","componentName":"CustomRichText","dataSource":"030ad33e-6d3b-4b1c-9a44-86dc5f581232","params":{"GridParameters":"col-span-12","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp\u003eComputational lithography software is a relatively new field in the semiconductor industry. It’s a technique that’s used to reconstruct the reticle mask, because the structures patterned onto a silicon wafer deform when we scale down to nanometer resolutions.\u003c/p\u003e\u003cp\u003e\u003cbr /\u003e\u003c/p\u003e\u003cp\u003eOur work in\u0026nbsp;\u003ca href=\"/en/products/computational-lithography\" rel=\"noopener noreferrer\"\u003ecomputational lithography\u003c/a\u003e focuses on developing accurate predictions of the semiconductor patterning process. However, today’s advanced chips have billions of transistors and the resulting simulation models can quickly become computationally intensive. 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Both need lots of experimental results and data to shape the prediction, but machine learning saves a lot of time and effort, while improving accuracy and consistency.\u003c/p\u003e\u003cp\u003e\u003cbr /\u003e\u003c/p\u003e\u003cp\u003eMachine learning also presents an opportunity to more fully utilize the large amounts of data generated in a manufacturing environment to enhance process control.\u003c/p\u003e"}}},{"uid":"77a887fb-f31f-4802-890d-60519adb696a","componentName":"CustomRichText","dataSource":"a3003f8e-d3d4-4dfd-877a-f663f0cd5a6e","params":{"GridParameters":"col-span-12 mb-2","FieldNames":"Default","Styles":"font-weight--medium","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003ch4\u003eWorking with big data\u003c/h4\u003e"}}},{"uid":"8229d91f-a26b-42f4-ae4b-e22536878592","componentName":"CustomRichText","dataSource":"f61c713a-4c97-4018-8f54-35b37e12031e","params":{"GridParameters":"col-span-12","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp\u003eOur data scientists work with a unique combination of extreme complexity and very high-volume data. They need to utilize disparate data sources in novel ways and generate actionable insights. These insights can create new product offerings or improve the capabilities, performance and efficiency of existing products and services throughout the company.\u003c/p\u003e\u003cp\u003e\u003cbr /\u003e\u003c/p\u003e\u003cp\u003eFor example, our metrology systems generate terabytes of data. Extracting, managing, and analyzing such huge volumes of data to optimize our machines is a major challenge for our software development teams.\u003c/p\u003e\u003cp\u003e\u003cbr /\u003e\u003c/p\u003e"}}}],"image-text-block-placeholder-b":[]}},{"uid":"78407603-2752-44ed-8a3d-18753aa9b91b","componentName":"CustomContainer","dataSource":"","params":{"GridParameters":"col-span-12","FieldNames":"Default","Styles":"bg-gradient-orange-red bg-dark","CacheClearingBehavior":"Clear on publish"},"placeholders":{"content-component-placeholder":[{"uid":"f694092c-1c60-43a2-8ae6-b385f383e1b7","componentName":"CustomRichText","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/RT - Want to join our team","params":{"GridParameters":"col-span-12 md:col-start-3 md:col-span-8 xl:col-start-4 xl:col-span-6","FieldNames":"Default","CacheClearingBehavior":"Clear on publish"},"fields":{"content":{"value":"\u003cp class=\"rte-align-center\"\u003eWant to join our team of software engineers? You’ll get the freedom and flexibility to tackle challenges and make our software achieve what seems to be impossible.\u0026nbsp;\u003ca href=\"/en/careers/technical-fields/computer-science-jobs-software-engineering\" rel=\"noopener noreferrer\"\u003eView our jobs\u003c/a\u003e\u0026nbsp;and apply today.\u003c/p\u003e"}}}]}},{"uid":"cd1fa935-7ae1-48d0-8d49-21ac74534e9f","componentName":"RelatedContentCards","dataSource":"/sitecore/content/asmlcom/asmlcom/Home/Technology/software/Data/RC1","params":{"GridParameters":"col-span-12","tag":"span","FieldNames":"Default","Styles":"bg-color-primary bg-dark","CacheClearingBehavior":"Clear on publish"},"fields":{"data":{"datasource":{"children":{"results":[{"link":{"data":{"value":{"linktype":"internal","id":"4a9c951e-e51a-44bd-aec5-684083bdb206","anchor":"","querystring":"","target":"","class":"","text":"Computer science \u0026 software 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