{"id":215038,"date":"2023-11-02T05:30:00","date_gmt":"2023-11-02T05:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=215038"},"modified":"2023-10-23T12:03:55","modified_gmt":"2023-10-23T12:03:55","slug":"ingenieur-en-intelligence-artificielle-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/ingenieur-en-intelligence-artificielle-tout-savoir","title":{"rendered":"Ing\u00e9nieur en intelligence artificielle : Tout savoir sur ce m\u00e9tier"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"215038\" class=\"elementor elementor-215038\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d52a493 e-flex e-con-boxed e-con\" data-id=\"d52a493\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fcb211b elementor-widget elementor-widget-heading\" data-id=\"fcb211b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">L'intelligence artificielle est omnipr\u00e9sente dans l\u2019actualit\u00e9 et on pourrait oublier que depuis plusieurs ann\u00e9es, elle est aux premi\u00e8res lignes dans de nombreux secteurs : industrie, sant\u00e9, divertissement\u2026 Ceux qui exploitent cette technologie dans les entreprises sont les ing\u00e9nieurs en intelligence artificielle. Ils \u00e9copent de la t\u00e2che complexe consistant \u00e0 simuler la pens\u00e9e humaine afin d\u2019aider \u00e0 traiter des probl\u00e8mes ultra-concrets\u2026<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f649c0d elementor-widget elementor-widget-text-editor\" data-id=\"f649c0d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Le <strong>m\u00e9tier d\u2019ing\u00e9nieur en intelligence artificielle<\/strong> consiste \u00e0 analyser et extraire de la connaissance humaine en existence et \u00e0 la convertir en \u00e9quations ou <strong>mod\u00e8les math\u00e9matiques<\/strong> et en <strong>algorithmes <\/strong>\u00e0 m\u00eame de reproduire un savoir faire. De fait, l\u2019<a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\">intelligence artificielle<\/a> est un savant m\u00e9lange de math\u00e9matiques et d\u2019informatique.<\/span><\/p><p><span style=\"font-weight: 400;\">\u00a0La t\u00e2che de l\u2019ing\u00e9nieur en IA consiste en premier lieu \u00e0 rep\u00e9rer :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">quelles sont les donn\u00e9es que l\u2019humain recueille par l\u2019observation ou par le biais d\u2019instruments ;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">quels sont les facteurs qui peuvent \u00eatre le signe qu\u2019il faut ex\u00e9cuter une action particuli\u00e8re ;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">quelles sont les d\u00e9cisions prises pour r\u00e9soudre certaines situations ;<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">comment ces d\u00e9cisions sont mises en \u0153uvres dans le r\u00e9el.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e4198d elementor-widget elementor-widget-text-editor\" data-id=\"6e4198d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Une fois ces points analys\u00e9s dans le d\u00e9tail, l\u2019ing\u00e9nieur en IA doit s\u2019appliquer \u00e0 les mod\u00e9liser de fa\u00e7on \u00e0 ce qu\u2019ils puissent \u00eatre trait\u00e9s par un ordinateur &#8211; parfois aussi par un robot ou plus rarement par une puce informatique d\u00e9di\u00e9e \u00e0 une t\u00e2che.<\/span><\/p><p><span style=\"font-weight: 400;\">Il importe de pr\u00e9ciser que l\u2019intelligence artificielle en entreprise ne vise pas <\/span><i><span style=\"font-weight: 400;\">a priori<\/span><\/i><span style=\"font-weight: 400;\"> \u00e0 remplacer les cadres d\u2019un domaine mais \u00e0 aider \u00e0 leur activit\u00e9 en aidant \u00e0 rep\u00e9rer des causes qui seraient difficilement perceptibles dans le r\u00e9el, car impliquant de tr\u00e8s nombreux facteurs. Elle peut ainsi entra\u00eener des <strong>gains notoires en productivit\u00e9<\/strong> du fait que les probl\u00e8mes \u00e0 r\u00e9soudre sont mieux circonscrits et trait\u00e9s.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fe4106 elementor-widget elementor-widget-image\" data-id=\"1fe4106\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"991\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-1.jpg\" class=\"attachment-full size-full wp-image-215049\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-1.jpg 991w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-1-300x182.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-1-768x465.jpg 768w\" sizes=\"(max-width: 991px) 100vw, 991px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b171a0e elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b171a0e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-intelligence-artificielle\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus sur le m\u00e9tier d'Ing\u00e9nieur IA<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac8e613 e-flex e-con-boxed e-con\" data-id=\"ac8e613\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e8b8b4 elementor-widget elementor-widget-heading\" data-id=\"9e8b8b4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">En quoi consiste l\u2019activit\u00e9 d\u2019ing\u00e9nieur en IA ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be4f767 elementor-widget elementor-widget-heading\" data-id=\"be4f767\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Le recueil des informations<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-395074b elementor-widget elementor-widget-text-editor\" data-id=\"395074b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La premi\u00e8re \u00e9tape de la t\u00e2che d\u2019un ing\u00e9nieur en IA consiste \u00e0 recueillir les donn\u00e9es aupr\u00e8s des sp\u00e9cialistes d\u2019un domaine particulier. Par exemple, des responsables de la logistique, du manufacturing, du contr\u00f4le qualit\u00e9\u2026 Il se peut que ces informations soient disponibles sous la forme de <\/span><a href=\"https:\/\/datascientest.com\/formation-big-data\"><i><span style=\"font-weight: 400;\">big data <\/span><\/i><\/a><span style=\"font-weight: 400;\">d\u00e9j\u00e0 stock\u00e9es et que les cadres exploitent r\u00e9guli\u00e8rement, sans toutefois en tirer toute l\u2019\u00e9tendue des possibles.<\/span><\/p><p><span style=\"font-weight: 400;\">Il reste que l\u2019ing\u00e9nieur en IA doit parvenir \u00e0 d\u00e9terminer ;<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Quelles situations sont rencontr\u00e9es dans la vie courante ?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Quelles sont les m\u00e9thodes appliqu\u00e9es en vue de les r\u00e9soudre ?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Quelle est la hi\u00e9rarchie des informations trait\u00e9es en terme d\u2019importance ?<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-050ca2b elementor-widget elementor-widget-heading\" data-id=\"050ca2b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-medium\">Le code des mod\u00e8les de pr\u00e9diction<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83ff3f5 elementor-widget elementor-widget-text-editor\" data-id=\"83ff3f5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00c0 partir de ce creuset, l\u2019ing\u00e9nieur en intelligence s\u2019efforce d\u2019<strong>\u00e9laborer un mod\u00e8le math\u00e9matique<\/strong> le plus complet possible par rapport au savoir-faire impliqu\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Il doit ensuite le coder dans un langage de programmation appropri\u00e9, habituellement <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python<\/a>. Il doit \u00e9galement \u00e9laborer des outils qui l\u2019aideront \u00e0 visualiser l\u2019efficacit\u00e9 du mod\u00e8le ainsi d\u00e9fini.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-477b4e2 e-flex e-con-boxed e-con\" data-id=\"477b4e2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c94e2f4 elementor-widget elementor-widget-heading\" data-id=\"c94e2f4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Des exemples de probl\u00e8mes que l\u2019ing\u00e9nieur en IA peut \u00eatre amen\u00e9 \u00e0 r\u00e9soudre<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ca85d5 elementor-widget elementor-widget-text-editor\" data-id=\"7ca85d5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Voici quelques exemples de probl\u00e9matiques qu\u2019un ing\u00e9nieur en IA pourrait rencontrer :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Recommandation<\/strong> : conseil d\u2019achats aux clients sur une application Web en fonction de leur panier actuel et pass\u00e9,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Analyse de sentiment<\/strong> : identification de l\u2019\u00e9volution de l\u2019opinion des clients sur divers produits ou services,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Reconnaissance de formes<\/strong> : analyse d\u2019une image fixe ou mouvante en vue de d\u00e9terminer la pr\u00e9sence d\u2019un \u00e9l\u00e9ment exact &#8211; un v\u00e9hicule, un type de roche, etc.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Logistique\u00a0<\/strong> : optimisation du transport de marchandises, des itin\u00e9raires de livraison.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>M\u00e9dical<\/strong> : Diagnostic de potentielles maladies \u00e0 partir d&rsquo;images.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/datascientest.com\/formation-cybersecurite-tout-savoir\">Cybers\u00e9curit\u00e9<\/a> : D\u00e9tecter de potentielles vuln\u00e9rabilit\u00e9s dans un r\u00e9seau informatique,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Maintenance pr\u00e9dictive<\/strong> : utilisation de l\u2019IA pour pr\u00e9voir quand certaines machines vont avoir besoin de maintenance.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rep\u00e9rer des situations de danger dans une activit\u00e9 sur le terrain et veiller \u00e0 pr\u00e9venir ces situations gr\u00e2ce \u00e0 l\u2019IA,<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">etc.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e674b08 elementor-widget elementor-widget-image\" data-id=\"e674b08\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"974\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-2.jpg\" class=\"attachment-full size-full wp-image-215048\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-2.jpg 974w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-2-300x185.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-2-768x473.jpg 768w\" sizes=\"(max-width: 974px) 100vw, 974px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-810080f elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"810080f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-intelligence-artificielle\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Devenir Ing\u00e9nieur IA<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6d49e3 e-flex e-con-boxed e-con\" data-id=\"f6d49e3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a1f1d9 elementor-widget elementor-widget-heading\" data-id=\"4a1f1d9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelles sont les qualit\u00e9s n\u00e9cessaires ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20d0acf elementor-widget elementor-widget-text-editor\" data-id=\"20d0acf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Il importe qu\u2019un ing\u00e9nieur en intelligence artificielle soit dot\u00e9 d\u2019une affection pour les math\u00e9matiques, assortie d\u2019une capacit\u00e9 \u00e0 les utiliser de fa\u00e7on avanc\u00e9e. Il doit pareillement \u00eatre dot\u00e9 d\u2019une <a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\/programmation-python\">comp\u00e9tence en programmation informatique<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">Toutefois, l\u2019ing\u00e9nieur en IA doit \u00e9galement disposer de la capacit\u00e9 \u00e0 s\u2019int\u00e9resser \u00e0 des domaines tr\u00e8s vari\u00e9s, d\u2019une disponibilit\u00e9 \u00e0 apprendre multiforme.<\/span><\/p><p><span style=\"font-weight: 400;\">Il doit faire preuve de sociabilit\u00e9, car il lui faudra amener d\u2019autres \u00e0 expliquer en quoi consiste leur activit\u00e9, ce qui peut impliquer de bonnes doses de patience. Nous avons m\u00eame l\u00e0 l\u2019un des attraits de ce m\u00e9tier, car l\u2019ing\u00e9nieur en IA sera amen\u00e9, par la force des choses, \u00e0 <strong>d\u00e9couvrir des activit\u00e9s tr\u00e8s vari\u00e9es<\/strong>, et \u00e0 discuter avec les sp\u00e9cialistes correspondants.<\/span><\/p><p><span style=\"font-weight: 400;\">Il va de soi qu\u2019il doit faire preuve d\u2019\u00e9norm\u00e9ment de rigueur puisqu\u2019il lui faut embrasser au mieux des probl\u00e8mes pr\u00e9cis afin de pouvoir les transposer en mod\u00e8les math\u00e9matiques les plus pr\u00e9cis possible. <\/span><\/p><p><span style=\"font-weight: 400;\">Parfois, la collaboration de plusieurs experts en intelligence artificielle va \u00eatre n\u00e9cessaire \u00e0 la formulation du mod\u00e8le ad\u00e9quat pour r\u00e9soudre un probl\u00e8me complexe. Trouver cette solution peut parfois prendre des semaines ou mois et donc, la pers\u00e9v\u00e9rance est une autre qualit\u00e9 attendue. Lorsque la solution est finalement trouv\u00e9e et qu\u2019elle fonctionne dans le r\u00e9el, la satisfaction n\u2019en est que plus forte.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac70214 e-flex e-con-boxed e-con\" data-id=\"ac70214\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4c3fc2 elementor-widget elementor-widget-heading\" data-id=\"b4c3fc2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelle formation pour devenir ing\u00e9nieur en IA ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a7aa97 elementor-widget elementor-widget-text-editor\" data-id=\"8a7aa97\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Pour celui qui souhaite <strong>devenir ing\u00e9nieur en intelligence artificielle<\/strong>, un grand nombre d\u2019options sont ouvertes.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Universit\u00e9 : Paris-Saclay, universit\u00e9 de Toulouse, Pierre et Marie Curie\u2026<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ecoles d\u2019ing\u00e9nieurs : Polytechnique, Telecom Paris Tech, CentraleSup\u00e9lec, ENS Paris Saclay\u2026<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Formation sp\u00e9cialis\u00e9es : <strong>DataScientest<\/strong> propose une telle <a href=\"https:\/\/datascientest.com\/formation-intelligence-artificielle\">formation en alternance<\/a>, et permettant donc d&rsquo;acqu\u00e9rir une exp\u00e9rience professionnelle durant ses \u00e9tudes.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55b205e elementor-widget elementor-widget-text-editor\" data-id=\"55b205e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Comme ce domaine \u00e9volue r\u00e9guli\u00e8rement, il sera utile de conforter sa comp\u00e9tence par une actualisation r\u00e9guli\u00e8re de ses connaissances, laquelle peut \u00eatre acquise via des cours en ligne.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6a35cf elementor-widget elementor-widget-image\" data-id=\"e6a35cf\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1094\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-3.jpg\" class=\"attachment-full size-full wp-image-215044\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-3.jpg 1094w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-3-300x165.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-3-1024x562.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/ingenieur-intelligence-artificielle-3-768x421.jpg 768w\" sizes=\"(max-width: 1094px) 100vw, 1094px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d0c0b8 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"9d0c0b8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-intelligence-artificielle\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Commencer la formation Ing\u00e9nieur IA<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-be112b0 e-flex e-con-boxed e-con\" data-id=\"be112b0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49f7dee elementor-widget elementor-widget-html\" data-id=\"49f7dee\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"En quoi consiste l\u2019activit\u00e9 d\u2019ing\u00e9nieur en IA ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"La premi\u00e8re \u00e9tape de la t\u00e2che d\u2019un ing\u00e9nieur en IA consiste \u00e0 recueillir les donn\u00e9es aupr\u00e8s des sp\u00e9cialistes d\u2019un domaine particulier. Par exemple, des responsables de la logistique, du manufacturing, du contr\u00f4le qualit\u00e9\u2026 Il se peut que ces informations soient disponibles sous la forme de big data d\u00e9j\u00e0 stock\u00e9es et que les cadres exploitent r\u00e9guli\u00e8rement, sans toutefois en tirer toute l\u2019\u00e9tendue des possibles.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quelles sont les qualit\u00e9s n\u00e9cessaires ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Il importe qu\u2019un ing\u00e9nieur en intelligence artificielle soit dot\u00e9 d\u2019une affection pour les math\u00e9matiques, assortie d\u2019une capacit\u00e9 \u00e0 les utiliser de fa\u00e7on avanc\u00e9e. Il doit pareillement \u00eatre dot\u00e9 d\u2019une comp\u00e9tence en programmation informatique. Toutefois, l\u2019ing\u00e9nieur en IA doit \u00e9galement disposer de la capacit\u00e9 \u00e0 s\u2019int\u00e9resser \u00e0 des domaines tr\u00e8s vari\u00e9s, d\u2019une disponibilit\u00e9 \u00e0 apprendre multiforme.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L&rsquo;intelligence artificielle est omnipr\u00e9sente dans l\u2019actualit\u00e9 et on pourrait oublier que depuis plusieurs ann\u00e9es, elle est aux premi\u00e8res lignes dans de nombreux secteurs : industrie, sant\u00e9, divertissement\u2026 Ceux qui exploitent cette technologie dans les entreprises sont les ing\u00e9nieurs en intelligence artificielle. Ils \u00e9copent de la t\u00e2che complexe consistant \u00e0 simuler la pens\u00e9e humaine afin d\u2019aider [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":215040,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ing\u00e9nieur en intelligence artificielle : Tout savoir sur ce m\u00e9tier<\/title>\n<meta name=\"description\" content=\"L&#039;intelligence artificielle est omnipr\u00e9sente, et devenir un expert dans l&#039;ing\u00e9nierie de cette technologie est une option de carri\u00e8re. 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