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devenir D\u00e9veloppeur Data IA ? Tendances, comp\u00e9tences, besoins, formations, salaire pour une carri\u00e8re de D\u00e9veloppeur Data IA","_yoast_wpseo_title":"Comment devenir D\u00e9veloppeur(se) Data IA ? | Comp\u00e9tences, Formation, Salaire | Le Wagon","contenu_de_larticle":"<div class=\"row\">\r\n<div class=\"col-12 col-lg-8 container-content\">\r\n<h2>Qu\u2019est-ce qu\u2019un(e) D\u00e9veloppeur(se) Data IA ?<\/h2>\r\nLes entreprises manipulent un nombre croissant de donn\u00e9es. Mais seule l\u2019exploitation intelligente de la data peut leur procurer un avantage concurrentiel. C\u2019est pourquoi elles int\u00e8grent d\u00e9sormais des \u00e9quipes d\u00e9di\u00e9es au traitement et \u00e0 l\u2019analyse des donn\u00e9es.\r\n\r\nParmi ces \u00e9quipes, le D\u00e9veloppeur Data IA est charg\u00e9 de d\u00e9velopper des solutions d\u2019Intelligence Artificielle servant \u00e0 :\r\n<ul>\r\n \t<li>Traduire la donn\u00e9e en pr\u00e9dictions et en recommandations utiles \u00e0 l\u2019entreprise<\/li>\r\n \t<li>Cr\u00e9er des applications pr\u00e9dictives fond\u00e9es sur l\u2019IA<\/li>\r\n<\/ul>\r\nDans le premier cas, le Data Developer fournit des informations utiles aux dirigeants et managers pour piloter l\u2019activit\u00e9 de l\u2019entreprise. Dans le second cas, les solutions qu\u2019il d\u00e9veloppe sont directement int\u00e9gr\u00e9es au produit, comme par exemple les recommandations personnalis\u00e9es d\u2019Amazon.\r\n<h2>\r\nLes missions du D\u00e9veloppeur Data IA<\/h2>\r\nLes missions du Data Developer suivent les \u00e9tapes successives du cycle de vie de la donn\u00e9e.\r\n\r\nD\u2019abord, il <strong>analyse le besoin<\/strong> auquel il doit r\u00e9pondre et construit l\u2019architecture de la plateforme. En fonction des objectifs, il s\u00e9lectionne les sources de donn\u00e9es \u00e0 traiter.\r\n\r\nEnsuite, son r\u00f4le consiste \u00e0 utiliser l\u2019Intelligence Artificielle pour <strong>rendre les donn\u00e9es exploitables<\/strong>. Cela passe par exemple par la conception et l'entra\u00eenement de r\u00e9seaux de neurones. L\u2019Intelligence Artificielle va ensuite op\u00e9rer sur la donn\u00e9e afin d\u2019en extraire du sens.\r\n\r\nEnfin, la troisi\u00e8me mission du D\u00e9veloppeur Data consiste \u00e0 restituer au client les informations obtenues. Pour cela, il peut cr\u00e9er des tableaux de bord \u00e0 l\u2019aide d\u2019outils de <strong>data visualization<\/strong>. Il peut aussi \u00eatre charg\u00e9 de cr\u00e9er un produit bas\u00e9 sur la donn\u00e9e et de l\u2019int\u00e9grer dans une application de l\u2019entreprise.\r\n<h2>\r\nLe profil du D\u00e9veloppeur Data IA<\/h2>\r\n<h3>Un m\u00e9tier orient\u00e9 \u00ab produit \u00bb<\/h3>\r\n\u00c0 l\u2019inverse du Data Scientist qui est lui amen\u00e9 \u00e0 mener des exp\u00e9riences sur la donn\u00e9e sans forc\u00e9ment avoir une id\u00e9e claire de ce qu\u2019il cherche au pr\u00e9alable, le D\u00e9veloppeur Data IA cherche \u00e0 construire un produit bas\u00e9 sur la donn\u00e9e. Son r\u00f4le a une dimension plus op\u00e9rationnelle. Il r\u00e9pond \u00e0 un besoin essentiel des entreprises : d\u00e9velopper des solutions bas\u00e9es sur la donn\u00e9e. Pour cela, il cr\u00e9e des prototypes de produits digitaux et les d\u00e9veloppe de fa\u00e7on incr\u00e9mentale.\r\n<h3>Une bonne compr\u00e9hension des enjeux business<\/h3>\r\nLe D\u00e9veloppeur Data IA s\u2019apparente davantage \u00e0 un ing\u00e9nieur donn\u00e9es, mais avec une finalit\u00e9 diff\u00e9rente. Il a toujours en point de mire la valeur business du produit qu\u2019il con\u00e7oit et l\u2019interface utilisateur dans laquelle il doit s\u2019int\u00e9grer.\r\n\r\nIl doit comprendre les enjeux du d\u00e9veloppement de produit et choisir soigneusement chaque fonctionnalit\u00e9 ou chaque analytic et sa repr\u00e9sentation. Il s\u2019int\u00e9resse \u00e0 la fa\u00e7on dont la data est utilis\u00e9e, afin d\u2019<strong>offrir la meilleure exp\u00e9rience possible<\/strong> \u00e0 l\u2019utilisateur final.\r\n<h2>\r\nQuelles comp\u00e9tences pour le m\u00e9tier de D\u00e9veloppeur(se) Data IA ?<\/h2>\r\nLe m\u00e9tier de D\u00e9veloppeur(se) Data IA requiert des <strong>comp\u00e9tences solides en informatique et en programmation<\/strong>. Dans l'Intelligence Artificielle, un d\u00e9velopper doit \u00eatre \u00e0 l\u2019aise avec les math\u00e9matiques, les statistiques, le d\u00e9veloppement logiciel et, \u00e9videmment, l\u2019Intelligence Artificielle.\r\n\r\nEn effet, dans le cadre de ses missions, il est amen\u00e9 \u00e0 :\r\n<ul>\r\n \t<li>D\u00e9velopper une base de donn\u00e9es<\/li>\r\n \t<li>Exploiter les donn\u00e9es<\/li>\r\n \t<li>Utiliser l\u2019Intelligence Artificielle dans le cadre du d\u00e9veloppement d\u2019applications<\/li>\r\n<\/ul>\r\nIl doit <strong>ma\u00eetriser la conception et l\u2019optimisation d\u2019une base de donn\u00e9es<\/strong>, de l\u2019acquisition de donn\u00e9es \u00e0 la maintenance de la plateforme. Il est aussi sp\u00e9cialiste du traitement des donn\u00e9es et doit savoir faire parler les donn\u00e9es et rendre compte de ses recommandations. Enfin, sa ma\u00eetrise de l\u2019IA lui permet de mettre en place et d\u00e9velopper des mod\u00e8les d\u2019apprentissage en vue de d\u00e9velopper des applications exploitables.\r\n<h2>\r\nUn des m\u00e9tiers du num\u00e9rique en plein essor : des emplois assur\u00e9s<\/h2>\r\nSelon le rapport France IA, le march\u00e9 de l\u2019Intelligence Artificielle pour les applications en entreprise est estim\u00e9 \u00e0 plus de 36 milliards de dollars d\u2019ici \u00e0 2025. La demande des entreprises pour des postes d\u2019ing\u00e9nieurs IA est en croissance exponentielle. En outre, l\u2019IA gagne du terrain dans diff\u00e9rents secteurs d\u2019activit\u00e9, du marketing \u00e0 la sant\u00e9 en passant par le secteur automobile.\r\n<h2>\r\nDevenir D\u00e9veloppeur(ee) Data IA : doit-on \u00eatre ing\u00e9nieur(e) pour \u00eatre en charge d'un projet Data dans le num\u00e9rique ?<\/h2>\r\nEn g\u00e9n\u00e9ral, les ing\u00e9nieurs IA sont issus de formation Bac +5 (Grande Ecole ou Universit\u00e9) avec, \u00e9ventuellement une sp\u00e9cialisation en Intelligence Artificielle. Le poste et les m\u00e9tiers associ\u00e9s n\u00e9cessitent des connaissances avanc\u00e9es en machine learning, une ma\u00eetrise parfaite de langages comme Python et de tr\u00e8s bonnes connaissances en math\u00e9matiques, en particulier en statistiques.\r\n\r\nLa <a href=\"https:\/\/www.lewagon.com\/fr\/data-science-course\">formation Data Science<\/a> propos\u00e9e par Le Wagon offre des comp\u00e9tences cl\u00e9s pour exercer le m\u00e9tier de D\u00e9veloppeur Data IA. La formation est <strong>orient\u00e9e vers la pratique<\/strong> et permet de mettre en application les connaissances et acquises en Machine Learning et, si vous le souhaitez, de d\u00e9velopper un produit bas\u00e9 sur l\u2019IA dans le cadre des projets finaux. Combin\u00e9e \u00e0 une pr\u00e9c\u00e9dente exp\u00e9rience professionnelle dans un domaine scientifique et \u00e0 quelques mois d'entrainement, cette formation vous permettra d'avoir toutes les comp\u00e9tences n\u00e9cessaires pour r\u00e9ussir en tant que D\u00e9veloppeur Data IA.\r\n\r\nT\u00e9l\u00e9chargez le syllabus de notre <strong>formation Data Science<\/strong> ci-dessous pour d\u00e9couvrir le programme en d\u00e9tails et en savoir plus sur nos alumni et notre communaut\u00e9 !\r\n\r\n<\/div>\r\n<\/div>\r\n<div class=\"col-12 col-md-6\">\r\n<h3 class=\"fs-20 mb-24 fw-bold\">Toutes les carri\u00e8res en <span style=\"color: rgba(0, 0, 0, 0.8);\">Data<\/span><\/h3>\r\n<ul class=\"list-unstyled\">\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-machine-learning-engineer\/\"><span style=\"font-weight: 400;\">Ing\u00e9nieur Machine Learning<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-data-engineer\/\"><span style=\"font-weight: 400;\">Data Engineer<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-product-owner-data\/\"><span style=\"font-weight: 400;\">Data Product Owner<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-data-scientist\/\"><span style=\"font-weight: 400;\">Data Scientist<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-data-analyst\/\"><span style=\"font-weight: 400;\">Data Analyst<\/span><\/a><\/li>\r\n<\/ul>\r\n<\/div>","_contenu_de_larticle":"field_6412588b55814","titre_de_la_banniere":"","_titre_de_la_banniere":"field_6422eb732c237","paragraphe_de_la_banniere":"","_paragraphe_de_la_banniere":"field_6422ed834a968","intitule_du_bouton_de_la_banniere":"","_intitule_du_bouton_de_la_banniere":"field_6422ed934a969","lien_du_bouton_de_la_banniere":"","_lien_du_bouton_de_la_banniere":"field_6422eda54a96a","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Comment devenir D\u00e9veloppeur(se) Data IA ? | Comp\u00e9tences, Formation, Salaire | Le Wagon<\/title>\n<meta name=\"description\" content=\"Comment devenir D\u00e9veloppeur Data IA ? 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