--- title: Key Skills for Deep Learning (AI) Engineers and how they... description: Deep Learning Engineers develop applications and systems using AI and machine learning techniques. They focus on creating and managing the AI development... canonical: https://daily.dev/posts/key-skills-for-deep-learning-ai-engineers-and-how-they-differ-from-software-engineers-a-deep-d-fpmogseai twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Key Skills for Deep Learning (AI) Engineers and how they Differ from Software Engineers — A ‘Deep’ Dive — Pun Intended | daily.dev og:description: Deep Learning Engineers develop applications and systems using AI and machine learning techniques. They focus on creating and managing the AI development... og:url: https://daily.dev/posts/key-skills-for-deep-learning-ai-engineers-and-how-they-differ-from-software-engineers-a-deep-d-fpmogseai og:image: https://api.daily.dev/og/posts/fPMoGseai.png og:image:alt: Key Skills for Deep Learning (AI) Engineers and how they Differ from Software Engineers — A ‘Deep’ Dive — Pun Intended og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Key Skills for Deep Learning (AI) Engineers and how they Differ from Software Engineers — A ‘Deep’ Dive — Pun Intended **[GoPenAI](https://daily.dev/sources/gopenai)** · 8 min read · 1 upvotes · 0 comments ## Summary Deep Learning Engineers develop applications and systems using AI and machine learning techniques. They focus on creating and managing the AI development process, conducting statistical analysis, automating important infrastructure, building AI models, and explaining their usefulness. Deep Learning Engineers require strong foundations in machine learning, neural networks, mathematics, and proficiency in programming languages like Python, R, and Java. They need to be familiar with data structures, software development life cycle, algorithms, and deep learning frameworks. There are similarities between Deep Learning Engineering and Software Engineering, such as the need for standard software development lifecycle management. However, Deep Learning Engineers also need to be familiar with machine learning operations (MLOps) and practices like CI/CD. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#deep-learning](https://daily.dev/tags/deep-learning), [#neural-networks](https://daily.dev/tags/neural-networks), [#mlops](https://daily.dev/tags/mlops) [View this post on daily.dev](https://daily.dev/posts/key-skills-for-deep-learning-ai-engineers-and-how-they-differ-from-software-engineers-a-deep-d-fpmogseai) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Key Skills for Deep Learning (AI) Engineers and how they Differ from Software Engineers — A ‘Deep’ Dive — Pun Intended","url":"https://daily.dev/posts/key-skills-for-deep-learning-ai-engineers-and-how-they-differ-from-software-engineers-a-deep-d-fpmogseai","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/key-skills-for-deep-learning-ai-engineers-and-how-they-differ-from-software-engineers-a-deep-d-fpmogseai"},"datePublished":"2023-11-24T17:45:54.542Z","dateModified":"2023-11-24T17:45:53.472Z","description":"Deep Learning Engineers develop applications and systems using AI and machine learning techniques. 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