{"id":34870,"date":"2021-01-15T14:16:39","date_gmt":"2021-01-15T13:16:39","guid":{"rendered":"https:\/\/datascientest.com\/?p=34870"},"modified":"2023-10-09T17:11:45","modified_gmt":"2023-10-09T17:11:45","slug":"ingenieur-data","status":"publish","type":"post","link":"https:\/\/datascientest.com\/ingenieur-data","title":{"rendered":"Ing\u00e9nieur Data : Comment le devenir ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"34870\" class=\"elementor elementor-34870\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b6fd65a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b6fd65a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-182c8c9\" data-id=\"182c8c9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d82f9f6 elementor-widget elementor-widget-heading\" data-id=\"d82f9f6\" 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\">Pourquoi devenir ing\u00e9nieur data\u00a0 ? Missions, comp\u00e9tences requises, salaires, perspectives : d\u00e9couvrez tout ce que vous devez savoir sur ce m\u00e9tier.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26fa4e5 elementor-widget elementor-widget-text-editor\" data-id=\"26fa4e5\" 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;\">C\u2019est en 2011 que l\u2019expression \u00ab Data Engineer \u00bb devient commune pour d\u00e9crire la conception de base de donn\u00e9es et <\/span><b>int\u00e9grer l\u2019ing\u00e9nierie logicielle \u00e0 l\u2019analyse de donn\u00e9es<\/b><span style=\"font-weight: 400;\">. Gr\u00e2ce \u00e0 l\u2019envol du Big Data, l\u2019ing\u00e9nierie data\u00a0 est une cat\u00e9gorie d\u2019ing\u00e9nierie logicielle d\u00e9sormais essentielle \u00e0 la bonne utilisation des donn\u00e9es .<\/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-63c405d elementor-widget elementor-widget-heading\" data-id=\"63c405d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le m\u00e9tier d\u2019ing\u00e9nieur data<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-646f4e4 elementor-widget elementor-widget-text-editor\" data-id=\"646f4e4\" 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;\">Le travail de l\u2019ing\u00e9nieur data est <strong>en amont de celui du <\/strong><\/span><strong>Data Scientist<\/strong><span style=\"font-weight: 400;\"> et rel\u00e8ve de <strong>l\u2019ing\u00e9nierie<\/strong>. Il consiste \u00e0 d\u00e9velopper des outils pour <strong>manier<\/strong> de grands volumes de <strong>donn\u00e9es<\/strong> et les rendre <strong>praticables<\/strong> et <strong>utilisables<\/strong> par les Data Scientists et Analystes de donn\u00e9es. De mani\u00e8re plus concise, les Data Scientists peuvent \u00eatre d\u00e9finis comme des conducteurs de voitures dont les routes auraient \u00e9t\u00e9 construites par les Data Engineers.\u00a0 Les ing\u00e9nieurs data sont aujourd\u2019hui <strong>extr\u00eamement recherch\u00e9s par les recruteurs<\/strong> d\u2019entreprise car un Data Scientist ne suffit plus pour \u00e9tudier de mani\u00e8re efficace et compl\u00e8te les donn\u00e9es : un travail de groupe doit \u00eatre mis en place. Ainsi, le Data Engineer est d\u00e9sign\u00e9 pour d\u00e9velopper l\u2019infrastructure n\u00e9cessaire \u00e0 la bonne analyse des donn\u00e9es.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Ainsi, son travail vient avant celui du Data Scientist. Il\u00a0 se concentre sur la <\/span><b>mise en place du pipeline de donn\u00e9es <\/b><span style=\"font-weight: 400;\">et fait en sorte que les autres puissent faire leur travail correctement en leur fournissant les <\/span><b>architectures data adapt\u00e9es<\/b><span style=\"font-weight: 400;\"> et en rendant les donn\u00e9es exploitable pour les Data Scientists.<\/span><\/p><p><span style=\"font-weight: 400;\">Le m\u00e9tier d&rsquo;ing\u00e9nieur data\u00a0 pr\u00e9sente de nombreuses facettes et ses missions types se divisent en trois parties.<\/span><\/p><p><span style=\"font-weight: 400;\">La premi\u00e8re sera de <strong>conserver<\/strong>, <strong>modifier<\/strong> et <strong>diffuser<\/strong> de grands volumes de <strong>donn\u00e9es.<\/strong> Par la suite, l\u2019ing\u00e9nieur data se doit de <strong>d\u00e9velopper<\/strong> des mod\u00e8les de <\/span><strong><span style=\"color: #5e36f3;\"><a style=\"color: #5e36f3;\" href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\">Machine Learning<\/a><\/span><\/strong><span style=\"font-weight: 400;\"> adapt\u00e9s sur des serveurs de production. Enfin, il se verra cr\u00e9er des pipelines de traitement des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Attention pour autant ! Tout le monde ne peut pas devenir Data Engineer et un <\/span><b>Bac+5 en sciences ou Bac+3 en informatique sera un pr\u00e9requis pour suivre cette formation<\/b><span style=\"font-weight: 400;\">. De plus, il sera n\u00e9cessaire d\u2019avoir certains pr\u00e9requis en <\/span><b>statistiques <\/b><span style=\"font-weight: 400;\">et en <\/span><b>alg\u00e8bre lin\u00e9aire<\/b><span style=\"font-weight: 400;\"> m\u00eame si les notions \u00e0 ma\u00eetriser en priorit\u00e9 restent les m\u00e9thodes de programmations, d&rsquo;algorithmes et de bases de donn\u00e9es BDD.<\/span><\/p><p><span style=\"font-weight: 400;\">D\u2019apr\u00e8s notre enqu\u00eate aupr\u00e8s de Chief Data Officers d\u2019entreprises du CAC 40, le salaire d\u2019un Data Engineer Junior varie entre 45 et 50 000\u20ac par an et celui d\u2019un Data Engineer Senior sera de 50 000\u20ac voire plus de 60 000\u20ac par an. <\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-58bcb8b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"58bcb8b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6b168d6\" data-id=\"6b168d6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9dc2521 elementor-widget elementor-widget-heading\" data-id=\"9dc2521\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pourquoi choisir Datascientest pour se former ? <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3836d6d elementor-widget elementor-widget-text-editor\" data-id=\"3836d6d\" 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;\">Chez DataScientest, nous avons <strong>d\u00e9velopp\u00e9 un cursus Data Engineer<\/strong> au plus pr\u00e8s des attentes du m\u00e9tier. \u00c0 l\u2019issue de votre formation, vous aurez acquis l\u2019<strong>ensemble des connaissances essentielles<\/strong> pour entrer activement et sereinement sur le march\u00e9 du travail de la Data.<\/span><\/p><p><span style=\"font-weight: 400;\">En effet, <\/span><span style=\"font-weight: 400;\">d\u2019apr\u00e8s l\u2019\u00e9tude men\u00e9e aupr\u00e8s de tous nos apprenants, <\/span><span style=\"font-weight: 400;\"><strong>93% de ceux ayant suivi le cursus data engineer ont trouv\u00e9 un emploi<\/strong> directement apr\u00e8s la fin de leur formation.<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-870dc55 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"870dc55\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-93be220\" data-id=\"93be220\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-57c6088 elementor-widget elementor-widget-heading\" data-id=\"57c6088\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quels sont les diff\u00e9rents modules de notre formation ?\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf9dda1 elementor-widget elementor-widget-text-editor\" data-id=\"cf9dda1\" 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;\">Plusieurs modules construisent notre formation pour une dur\u00e9e totale de cursus de <\/span><b>325 heures \u00e0 valider en format bootcamp (11 semaines) ou continu (9 mois) et un prix de 5000\u20ac<\/b><span style=\"font-weight: 400;\"> . Notre <\/span><span style=\"text-decoration: underline;\"><a href=\"https:\/\/datascientest.com\/formation-data-engineer\">formation ing\u00e9nieur data<\/a><\/span><span style=\"font-weight: 400;\"> est \u00e9ligible au <\/span><span style=\"text-decoration: underline;\"><a href=\"https:\/\/www.moncompteformation.gouv.fr\/espace-prive\/html\/#\/formation\/recherche?q=%7B%22nombreOccurences%22:10,%22debutPagination%22:1,%22displayName%22:%22data%22,%22sort%22:%22SCORE%22,%22filters%22:%7B%22price%22:%7B%22minValue%22:0,%22maxValue%22:10000,%22step%22:500,%22value%22:10000%7D,%22distance%22:%7B%22minValue%22:0,%22maxValue%22:1000,%22defaultValue%22:500,%22step%22:20,%22value%22:500%7D,%22organism%22:%7B%22nom%22:%22DATASCIENTEST%22%7D%7D,%22where%22:%7B%22area%22:0,%22aroundMe%22:false,%22modality%22:%222%22%7D,%22_what%22:%22data%22%7D\">CPF<\/a><\/span><span style=\"font-weight: 400;\"> et est compatible avec de nombreuses aides au financement.\u00a0\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">\u00c0 la fin de votre formation vous saurez par exemple :<\/span><\/p><ul><li><span style=\"font-weight: 400;\"><strong>Lire et comprendre<\/strong> un code <\/span><span style=\"color: #5e36f3;\"><strong><a style=\"color: #5e36f3;\" href=\"https:\/\/www.python.org\/\">Python<\/a><\/strong><\/span><\/li><li><span style=\"font-weight: 400;\">Comprendre la <strong>programmation orient\u00e9e obje<\/strong><\/span><strong>t<\/strong><\/li><li><p><strong>G\u00e9rer<\/strong> un syst\u00e8me d\u2019exploitation (ex : Linux), des exe\u0301cutables <span style=\"color: #5e36f3;\"><a style=\"color: #5e36f3;\" href=\"https:\/\/datascientest.com\/bash-tout-savoir\">Bash<\/a><\/span>, <strong>coope\u0301rer<\/strong> et <strong>sauvegarder<\/strong> des projets avec Git et GitHub<\/p><\/li><li><p><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">Se rendre <strong>ma\u00eetre<\/strong> d\u2019une vari\u00e9t\u00e9 de rendus graphique utile \u00e0 la<strong> Data <\/strong><strong>Vizualisation<\/strong><\/span><\/p><\/li><li><p>Mettre en place et <strong>optimiser<\/strong> un <strong>algorithme<\/strong> de <strong>Machine<\/strong> <strong>Learning<\/strong><\/p><\/li><li><p><strong>Manipuler<\/strong> et <strong>ge\u0301rer<\/strong> les tableaux de donne\u0301es<\/p><\/li><li><p><strong>Comprendre<\/strong> les sp\u00e9cificit\u00e9s des <strong>architectures<\/strong> distribu\u00e9es<\/p><\/li><li><p><span style=\"font-weight: 400;\"><strong>Lire<\/strong> et <strong>questionner<\/strong> les bases de donn\u00e9es relationnelles<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p><\/li><li><span style=\"font-weight: 400;\"><strong>Comprendre<\/strong> le but du d\u00e9veloppement <strong>d\u2019APIs<\/strong><\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c14ee13 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c14ee13\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0b69942\" data-id=\"0b69942\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9f1529 elementor-widget elementor-widget-text-editor\" data-id=\"c9f1529\" 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;\">Enfin, choisir une <strong>formation Data Engineer chez DataScientest<\/strong> c\u2019est choisir une aide \u00e0 l\u2019emploi pour vous aider \u00e0 entrer sur le march\u00e9 du travail. <\/span><span style=\"font-weight: 400;\">Au cours de votre formation , <\/span><span style=\"font-weight: 400;\">des <strong>ateliers carri\u00e8re<\/strong> sont organis\u00e9s<\/span><span style=\"font-weight: 400;\"> tous les mois pour vous aider \u00e0 <strong>r\u00e9diger un bon CV<\/strong> orient\u00e9 data et vous entra\u00eener aux tests de recrutements. Vous pouvez \u00e9galement <\/span><span style=\"font-weight: 400;\">b\u00e9n\u00e9ficier des <strong>conseils personnalis\u00e9s<\/strong> de notre \u00e9quipe carri\u00e8re<\/span><span style=\"font-weight: 400;\"> qui saura vous conseiller et vous orienter gr\u00e2ce \u00e0 sa collaboration avec de nombreuses entreprises.<\/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-a11e288 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"a11e288\" 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-data-engineer\">\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\">D\u00e9couvrir la formation de Data Engineer<\/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<div class=\"elementor-element elementor-element-974b567 elementor-widget elementor-widget-html\" data-id=\"974b567\" 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\": \"Pourquoi choisir DataScientest pour se former ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Chez DataScientest, nous avons d\u00e9velopp\u00e9 un cursus Data Engineer au plus pr\u00e8s des attentes du m\u00e9tier. \u00c0 l\u2019issue de votre formation, vous aurez acquis l\u2019ensemble des connaissances essentielles pour entrer activement et sereinement sur le march\u00e9 du travail de la Data. En effet, d\u2019apr\u00e8s l\u2019\u00e9tude men\u00e9e aupr\u00e8s de tous nos apprenants, 93% de ceux ayant suivi le cursus data engineer ont trouv\u00e9 un emploi directement apr\u00e8s la fin de leur formation.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quels sont les diff\u00e9rents modules de la formation DataScientest ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Plusieurs modules construisent notre formation pour une dur\u00e9e totale de cursus de 325 heures \u00e0 valider en format bootcamp (11 semaines) ou continu (9 mois) et un prix de 5000\u20ac . Notre formation ing\u00e9nieur data est \u00e9ligible au CPF et est compatible avec de nombreuses aides au financement. \u00c0 la fin de votre formation vous saurez par exemple : Lire et comprendre un code Python, comprendre la programmation orient\u00e9e objet, g\u00e9rer un syst\u00e8me d\u2019exploitation (ex : Linux), des exe\u0301cutables Bash, coope\u0301rer et sauvegarder des projets avec Git et GitHub, se rendre ma\u00eetre d\u2019une vari\u00e9t\u00e9 de rendus graphique utile \u00e0 la Data Vizualisation,  mettre en place et optimiser un algorithme de Machine Learning, manipuler et ge\u0301rer les tableaux de donne\u0301es, comprendre les sp\u00e9cificit\u00e9s des architectures distribu\u00e9es, lire et questionner les bases de donn\u00e9es relationnelles, comprendre le but du d\u00e9veloppement d\u2019APIs.\"\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Pourquoi devenir ing\u00e9nieur data&nbsp; ? Missions, comp\u00e9tences requises, salaires, perspectives : d\u00e9couvrez tout ce que vous devez savoir sur ce m\u00e9tier. C\u2019est en 2011 que l\u2019expression \u00ab Data Engineer \u00bb devient commune pour d\u00e9crire la conception de base de donn\u00e9es et int\u00e9grer l\u2019ing\u00e9nierie logicielle \u00e0 l\u2019analyse de donn\u00e9es. Gr\u00e2ce \u00e0 l\u2019envol du Big Data, l\u2019ing\u00e9nierie [&hellip;]<\/p>\n","protected":false},"author":55,"featured_media":175809,"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 Data : Comment le devenir ? | DataScientest.com<\/title>\n<meta name=\"description\" content=\"Vous vous \u00eates toujours demand\u00e9 comment devenir Ing\u00e9nieur Data ? 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