{"id":1181,"date":"2023-09-08T12:14:37","date_gmt":"2023-09-08T10:14:37","guid":{"rendered":"https://www.aivancity.ai/blog/?p=1181"},"modified":"2023-10-11T16:53:28","modified_gmt":"2023-10-11T14:53:28","slug":"du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe","status":"publish","type":"post","link":"https://aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/","title":{"rendered":"Du zéro au héros de l&rsquo;IA : un guide complet de l&rsquo;évolution de carrière pour les ingénieurs IA en herbe"},"content":{"rendered":"\n<p>Artificial intelligence (AI) is one of the hottest fields in computer science today. AI engineers are in high demand across many sectors, including finance, healthcare, automotive, aerospace, manufacturing, and many others. If you’re interested in a career in AI, this article will guide you through the steps needed to become a successful AI expert.</p>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction to a Career as an AI Expert</h2>\n\n\n\n<p>An AI expert is a versatile professional who uses algorithms to create computer programs capable of learning and adapting to new data while taking business and ethical considerations into account. They work on complex projects to help companies solve problems and make informed decisions.</p>\n\n\n\n<h2 class=\"wp-block-heading\">The Role of an AI Expert</h2>\n\n\n\n<p>The role of an artificial intelligence expert is to design, develop, and implement computer systems that use machine learning algorithms to solve complex problems. AI engineers must understand the mathematics underlying machine learning, such as statistics, linear algebra, and calculus. They must also be able to code using programming languages such as Python, R, and Java. AI engineers often work on large-scale projects that require close collaboration with other IT professionals.</p>\n\n\n\n<h2 class=\"wp-block-heading\">Skills Required for a Career in AI</h2>\n\n\n\n<p>To become an AI expert, you need a combination of technical and non-technical skills. Technical skills include a solid understanding of the mathematics underlying machine learning, programming skills, and knowledge of algorithms and databases. They must also include a deep understanding of the company’s business challenges (Marketing, Finance, Supply Chain, Strategy, etc.) and a mastery of the legal and ethical issues related to the design and use of AI. Soft skills include the ability to work in a team, effective communication, critical thinking, problem-solving, and creativity.</p>\n\n\n\n<p>It is also important to familiarize yourself with the tools and technologies commonly used in AI engineering, such as TensorFlow, Keras, PyTorch, and Scikit-learn. Career Development in AI</p>\n\n\n\n<p>A career in AI can advance quickly if you are well-prepared. It is important to keep learning and stay up to date on the latest AI technologies and trends. AI experts can move into leadership roles, such as project manager or team lead. They can also specialize in specific areas of AI, such as computer vision or natural language processing.</p>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion: To become a successful AI engineer, you need to have a wide range of skills</h2>\n\n\n\n<p>AI engineering is an exciting and in-demand field. To become a successful AI engineer, you need versatile skills in computer science, business, and ethics; specialized training in artificial intelligence that provides a mastery of all the components of the AI ecosystem; and a passion for continuous learning. The complexity and rapid development of AI worldwide mean that a specialization in AI at the end of a computer science or engineering degree program—or through short, limited courses at business schools or training organizations—does not provide the full range of skills recruiters expect to advance in this vast and multifaceted field.</p>\n\n\n\n<p>Join one of our programs and become a data expert:</p>\n\n\n\n<p>MSc in Machine Learning for Business Intelligence</p>\n\n\n\n<p>Grande École Program (Master’s Degree in AI and Data Science)</p>\n\n\n\n<p>aivancity Paris-Cachan, the leading school for AI and data science, and the only state-recognized institution specializing in AI and data science.</p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence (AI) is one of the hottest fields in computer science today. AI engineers are in high demand across many sectors, including finance, healthcare, automotive, aerospace, manufacturing, and…</p>\n","protected":false},"author":3,"featured_media":1303,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[28],"tags":[],"class_list":{"0":"post-1181","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-articles"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https://yoast.com/product/yoast-seo-wordpress/ -->\n<title>From Zero to AI Hero: A Comprehensive Career Development Guide for Aspiring AI Engineers - aivancity blog</title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\">\n<link rel=\"canonical\" href=\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\">\n<meta property=\"og:locale\" content=\"fr_FR\">\n<meta property=\"og:type\" content=\"article\">\n<meta property=\"og:title\" content=\"From Zero to AI Hero: A Comprehensive Career Development Guide for Aspiring AI Engineers - aivancity blog\">\n<meta property=\"og:description\" content=\"Artificial intelligence (AI) is one of the hottest fields in computer science today. AI engineers are in high demand across many sectors, including finance, healthcare, automotive, aerospace, manufacturing, and...\">\n<meta property=\"og:url\" content=\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\">\n<meta property=\"og:site_name\" content=\"aivancity blog\">\n<meta property=\"article:published_time\" content=\"2023-09-08T10:14:37+00:00\">\n<meta property=\"article:modified_time\" content=\"2023-10-11T14:53:28+00:00\">\n<meta property=\"og:image\" content=\"https://www.aivancity.ai/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg\">\n\t<meta property=\"og:image:width\" content=\"2560\">\n\t<meta property=\"og:image:height\" content=\"1707\">\n\t<meta property=\"og:image:type\" content=\"image/jpeg\">\n<meta name=\"author\" content=\"aivancity\">\n<meta name=\"twitter:card\" content=\"summary_large_image\">\n<meta name=\"twitter:label1\" content=\"Écrit par\">\n\t<meta name=\"twitter:data1\" content=\"aivancity\">\n\t<meta name=\"twitter:label2\" content=\"Durée de lecture estimée\">\n\t<meta name=\"twitter:data2\" content=\"3 minutes\">\n<script type=\"application/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#article\",\"isPartOf\":{\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\"},\"author\":{\"name\":\"aivancity\",\"@id\":\"https://www.aivancity.ai/blog/#/schema/person/193d2ff74b449e4b8d589798b934fb25\"},\"headline\":\"Du zéro au héros de l&rsquo;IA : un guide complet de l&rsquo;évolution de carrière pour les ingénieurs IA en herbe\",\"datePublished\":\"2023-09-08T10:14:37+00:00\",\"dateModified\":\"2023-10-11T14:53:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\"},\"wordCount\":739,\"commentCount\":0,\"image\":{\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage\"},\"thumbnailUrl\":\"https://aivancity.ai/en/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg\",\"articleSection\":[\"Articles\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\",\"url\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\",\"name\":\"Du zéro au héros de l'IA : un guide complet de l'évolution de carrière pour les ingénieurs IA en herbe - aivancity blog\",\"isPartOf\":{\"@id\":\"https://www.aivancity.ai/blog/#website\"},\"primaryImageOfPage\":{\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage\"},\"image\":{\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage\"},\"thumbnailUrl\":\"https://aivancity.ai/en/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg\",\"datePublished\":\"2023-09-08T10:14:37+00:00\",\"dateModified\":\"2023-10-11T14:53:28+00:00\",\"author\":{\"@id\":\"https://www.aivancity.ai/blog/#/schema/person/193d2ff74b449e4b8d589798b934fb25\"},\"breadcrumb\":{\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage\",\"url\":\"https://aivancity.ai/en/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg\",\"contentUrl\":\"https://aivancity.ai/en/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg\",\"width\":2560,\"height\":1707},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https://www.aivancity.ai/blog/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Du zéro au héros de l&rsquo;IA : un guide complet de l&rsquo;évolution de carrière pour les ingénieurs IA en herbe\"}]},{\"@type\":\"WebSite\",\"@id\":\"https://www.aivancity.ai/blog/#website\",\"url\":\"https://www.aivancity.ai/blog/\",\"name\":\"aivancity blog\",\"description\":\"Advancing Education in Artificial Intelligence\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https://www.aivancity.ai/blog/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https://www.aivancity.ai/blog/#/schema/person/193d2ff74b449e4b8d589798b934fb25\",\"name\":\"aivancity\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https://secure.gravatar.com/avatar/dea94204f02b6c9a0265901123d687d8534af381e16f4301431378e641f8d838?s=96&d=mm&r=g\",\"url\":\"https://secure.gravatar.com/avatar/dea94204f02b6c9a0265901123d687d8534af381e16f4301431378e641f8d838?s=96&d=mm&r=g\",\"contentUrl\":\"https://secure.gravatar.com/avatar/dea94204f02b6c9a0265901123d687d8534af381e16f4301431378e641f8d838?s=96&d=mm&r=g\",\"caption\":\"aivancity\"},\"url\":\"https://aivancity.ai/en/blog/author/omri/\"}]}</script>\n<!-- / Yoast SEO plugin. -->","yoast_head_json":{"title":"From Zero to AI Hero: A Comprehensive Career Development Guide for Aspiring AI Engineers - aivancity blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/","og_locale":"fr_FR","og_type":"article","og_title":"Du zéro au héros de l'IA : un guide complet de l'évolution de carrière pour les ingénieurs IA en herbe - aivancity blog","og_description":"L&rsquo;intelligence artificielle (IA) est l&rsquo;un des domaines de l&rsquo;informatique les plus en vogue aujourd&rsquo;hui. Les ingénieurs en IA sont en demande dans de nombreux secteurs, notamment la finance, la santé, l&rsquo;automobile, l&rsquo;aérospatiale, l&rsquo;industrie manufacturière, et...","og_url":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/","og_site_name":"aivancity blog","article_published_time":"2023-09-08T10:14:37+00:00","article_modified_time":"2023-10-11T14:53:28+00:00","og_image":[{"width":2560,"height":1707,"url":"https://www.aivancity.ai/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg","type":"image/jpeg"}],"author":"aivancity","twitter_card":"summary_large_image","twitter_misc":{"Écrit par":"aivancity","Durée de lecture estimée":"3 minutes"},"schema":{"@context":"https://schema.org","@graph":[{"@type":"Article","@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#article","isPartOf":{"@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/"},"author":{"name":"aivancity","@id":"https://www.aivancity.ai/blog/#/schema/person/193d2ff74b449e4b8d589798b934fb25"},"headline":"Du zéro au héros de l&rsquo;IA : un guide complet de l&rsquo;évolution de carrière pour les ingénieurs IA en herbe","datePublished":"2023-09-08T10:14:37+00:00","dateModified":"2023-10-11T14:53:28+00:00","mainEntityOfPage":{"@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/"},"wordCount":739,"commentCount":0,"image":{"@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage"},"thumbnailUrl":"https://aivancity.ai/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg","articleSection":["Articles"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#respond"]}]},{"@type":"WebPage","@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/","url":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/","name":"Du zéro au héros de l'IA : un guide complet de l'évolution de carrière pour les ingénieurs IA en herbe - aivancity blog","isPartOf":{"@id":"https://www.aivancity.ai/blog/#website"},"primaryImageOfPage":{"@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage"},"image":{"@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage"},"thumbnailUrl":"https://aivancity.ai/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg","datePublished":"2023-09-08T10:14:37+00:00","dateModified":"2023-10-11T14:53:28+00:00","author":{"@id":"https://www.aivancity.ai/blog/#/schema/person/193d2ff74b449e4b8d589798b934fb25"},"breadcrumb":{"@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#primaryimage","url":"https://aivancity.ai/en/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg","contentUrl":"https://aivancity.ai/blog/wp-content/uploads/2023/09/thisisengineering-raeng-8hgmG03spF4-unsplash-scaled.jpg","width":2560,"height":1707},{"@type":"BreadcrumbList","@id":"https://www.aivancity.ai/blog/du-zero-au-heros-de-lia-un-guide-complet-de-levolution-de-carriere-pour-les-ingenieurs-ia-en-herbe/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https://www.aivancity.ai/blog/"},{"@type":"ListItem","position":2,"name":"Du zéro au héros de l&rsquo;IA : un guide complet de l&rsquo;évolution de carrière pour les ingénieurs IA en herbe"}]},{"@type":"WebSite","@id":"https://www.aivancity.ai/blog/#website","url":"https://www.aivancity.ai/blog/","name":"aivancity blog","description":"Advancing Education in Artificial Intelligence","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.aivancity.ai/blog/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https://www.aivancity.ai/blog/#/schema/person/193d2ff74b449e4b8d589798b934fb25","name":"aivancity","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https://secure.gravatar.com/avatar/dea94204f02b6c9a0265901123d687d8534af381e16f4301431378e641f8d838?s=96&d=mm&r=g","url":"https://secure.gravatar.com/avatar/dea94204f02b6c9a0265901123d687d8534af381e16f4301431378e641f8d838?s=96&d=mm&r=g","contentUrl":"https://secure.gravatar.com/avatar/dea94204f02b6c9a0265901123d687d8534af381e16f4301431378e641f8d838?s=96&d=mm&r=g","caption":"aivancity"},"url":"https://aivancity.ai/en/blog/author/omri/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts/1181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts"}],"about":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/types/post"}],"author":[{"embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/users/3"}],"replies":[{"embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/comments?post=1181"}],"version-history":[{"count":3,"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts/1181/revisions"}],"predecessor-version":[{"id":1304,"href":"https://aivancity.ai/blog/wp-json/wp/v2/posts/1181/revisions/1304"}],"wp:featuredmedia":[{"embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/media/1303"}],"wp:attachment":[{"href":"https://aivancity.ai/blog/wp-json/wp/v2/media?parent=1181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/categories?post=1181"},{"taxonomy":"post_tag","embeddable":true,"href":"https://aivancity.ai/blog/wp-json/wp/v2/tags?post=1181"}],"curies":[{"name":"wp","href":"https://api.w.org/{rel}","templated":true}]}}