{"id":10888,"date":"2023-10-05T07:30:00","date_gmt":"2023-10-05T07:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=10888"},"modified":"2025-04-02T09:58:05","modified_gmt":"2025-04-02T09:58:05","slug":"data-engineer-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/data-engineer-tout-savoir","title":{"rendered":"Data Engineer : Tout ce qu&rsquo;il faut savoir sur ce m\u00e9tier"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"10888\" class=\"elementor elementor-10888\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-351e76c e-flex e-con-boxed e-con\" data-id=\"351e76c\" 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-7736f0b elementor-widget__width-initial elementor-toc--minimized-on-tablet elementor-widget 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class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor-pro - v3.15.0 - 09-08-2023 *\/\n.elementor-widget-table-of-contents .elementor-toc__header-title{color:var(--header-color)}.elementor-widget-table-of-contents.elementor-toc--collapsed .elementor-toc__toggle-button--collapse,.elementor-widget-table-of-contents:not(.elementor-toc--collapsed) .elementor-toc__toggle-button--expand{display:none}.elementor-widget-table-of-contents .elementor-widget-container{min-height:var(--box-min-height);border:var(--box-border-width,1px) solid var(--box-border-color,#9da5ae);border-radius:var(--box-border-radius,3px);background-color:var(--box-background-color);transition:min-height .4s;overflow:hidden}.elementor-toc__header{display:flex;align-items:center;justify-content:space-between;padding:var(--box-padding,20px);background-color:var(--header-background-color);border-bottom:var(--separator-width,1px) solid 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.elementor-toc__list-item{counter-increment:item}ol.elementor-toc__list-wrapper .elementor-toc__list-item-text-wrapper:before{content:counters(item,\".\") \". \"}<\/style>\t\t<div class=\"elementor-toc__header\" aria-controls=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__header-title\">\n\t\t\t\tTable des mati\u00e8res\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-label=\"Ouvrir la table des mati\u00e8res\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-label=\"Fermer la table des mati\u00e8res\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-toc__body\" aria-expanded=\"true\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\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-9536b8c elementor-widget elementor-widget-html\" data-id=\"9536b8c\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<!DOCTYPE html>\r\n<html lang=\"fr\">\r\n<head>\r\n    <style>\r\n        table {\r\n            width: 100%;\r\n            border-collapse: collapse;\r\n            margin: 20px 0;\r\n        }\r\n        th, td {\r\n            padding: 15px;\r\n            text-align: left;\r\n            vertical-align: top;\r\n            border: 1px solid #dddddd;\r\n        }\r\n        th {\r\n            background-color: #f2f2f2;\r\n        }\r\n    <\/style>\r\n<\/head>\r\n<body>\r\n    <main>\r\n        <section>\r\n            <table>\r\n                <thead>\r\n                    <tr>\r\n                        <th>Crit\u00e8res<\/th>\r\n                        <th>Informations<\/th>\r\n                    <\/tr>\r\n                <\/thead>\r\n                <tbody>\r\n                    <tr>\r\n                        <td><strong>Niveau d'\u00e9tudes<\/strong><\/td>\r\n                        <td>Bac +5 en informatique avec sp\u00e9cialisation en gestion de donn\u00e9es<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Bac conseill\u00e9<\/strong><\/td>\r\n                        <td>Scientifique<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Employabilit\u00e9<\/strong><\/td>\r\n                        <td>Tr\u00e8s bonne<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Salaire d\u00e9butant<\/strong><\/td>\r\n                        <td>3 000 \u00e0 3 500 \u20ac<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Salaire confirm\u00e9<\/strong><\/td>\r\n                        <td>4 000 \u00e0 6 000 \u20ac<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Mobilit\u00e9<\/strong><\/td>\r\n                        <td>Bonne<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Comp\u00e9tences cl\u00e9s<\/strong><\/td>\r\n                        <td>Collecte de donn\u00e9es, d\u00e9veloppement de pipelines de donn\u00e9es, maintenance des infrastructures, collaboration avec les data scientists et analystes<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Qualit\u00e9s requises<\/strong><\/td>\r\n                        <td>Rigueur, esprit analytique, curiosit\u00e9<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Secteurs d'activit\u00e9<\/strong><\/td>\r\n                        <td>Technologie, finance, t\u00e9l\u00e9communications, industrie, freelance<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Possibilit\u00e9s d'\u00e9volution<\/strong><\/td>\r\n                        <td>Architecte de donn\u00e9es, Chief Data Officer, Consultant en Big Data, Formateur ou enseignant en Data Engineering<\/td>\r\n                    <\/tr>\r\n                    <tr>\r\n                        <td><strong>Certifications recommand\u00e9es<\/strong><\/td>\r\n                        <td>AWS Certified Big Data, Google Professional Data Engineer<\/td>\r\n                    <\/tr>\r\n                <\/tbody>\r\n            <\/table>\r\n        <\/section>\r\n    <\/main>\r\n<\/body>\r\n<\/html>\r\n\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-a83a054 e-flex e-con-boxed e-con\" data-id=\"a83a054\" 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-4b15ea3 elementor-widget elementor-widget-heading\" data-id=\"4b15ea3\" 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><h3 class=\"elementor-heading-title elementor-size-large\">Qu'est-ce qu'un Data Engineer ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64f6404 elementor-widget elementor-widget-heading\" data-id=\"64f6404\" 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-default\">D\u00e9finition du m\u00e9tier\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c9e8a3 elementor-widget elementor-widget-text-editor\" data-id=\"4c9e8a3\" 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 Data Engineer est un <\/span><b>expert en gestion des donn\u00e9es<\/b><span style=\"font-weight: 400;\">, charg\u00e9 de la conception et de la maintenance de l&rsquo;infrastructure data d&rsquo;une entreprise. Son r\u00f4le principal est de pr\u00e9parer les donn\u00e9es pour qu&rsquo;elles soient pr\u00eates \u00e0 l&rsquo;<\/span><a href=\"https:\/\/datascientest.com\/data-analysis-tout-savoir\"><span style=\"font-weight: 400;\">analyse<\/span><\/a><span style=\"font-weight: 400;\"> et \u00e0 la <\/span><b>prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">. Pour ce faire, il collecte les donn\u00e9es brutes provenant de diverses sources, les int\u00e8gre dans des entrep\u00f4ts de donn\u00e9es (<\/span><a href=\"https:\/\/datascientest.com\/data-warehouse\"><i><span style=\"font-weight: 400;\">Data Warehouses<\/span><\/i><\/a><span style=\"font-weight: 400;\">) ou des lacs de donn\u00e9es (<\/span><a href=\"https:\/\/datascientest.com\/data-lake-tout-savoir\"><i><span style=\"font-weight: 400;\">Data Lakes<\/span><\/i><\/a><span style=\"font-weight: 400;\">), et automatise les t\u00e2ches de traitement des donn\u00e9es, telles que l&rsquo;extraction, la transformation, le stockage et le nettoyage des donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">Ce travail de pr\u00e9paration est essentiel pour garantir que les donn\u00e9es soient de haute qualit\u00e9 et pr\u00eates \u00e0 \u00eatre <\/span><b>utilis\u00e9es par les autres experts en donn\u00e9es<\/b><span style=\"font-weight: 400;\">, comme les <\/span><a href=\"https:\/\/datascientest.com\/data-analyst-tout-savoir\"><span style=\"font-weight: 400;\">Data Analysts<\/span><\/a><span style=\"font-weight: 400;\"> et les <\/span><a href=\"https:\/\/datascientest.com\/metier-data-scientist\"><span style=\"font-weight: 400;\">Data Scientists<\/span><\/a><span style=\"font-weight: 400;\">. En somme, le Data Engineer est un v\u00e9ritable facilitateur, assurant que l&rsquo;infrastructure data fonctionne de mani\u00e8re optimale et efficace.<\/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-13fab64 elementor-widget elementor-widget-heading\" data-id=\"13fab64\" 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-default\">Importance du r\u00f4le\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-778b102 elementor-widget elementor-widget-text-editor\" data-id=\"778b102\" 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;\">Dans le monde actuel ax\u00e9 sur les donn\u00e9es, le r\u00f4le du Data Engineer est devenu crucial. Les entreprises g\u00e9n\u00e8rent et collectent des <\/span><b>volumes massifs de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> provenant de sources vari\u00e9es telles que les r\u00e9seaux sociaux, les applications IoT, et les sites web. Exploiter ces donn\u00e9es de mani\u00e8re efficace n\u00e9cessite une infrastructure solide, et c&rsquo;est l\u00e0 qu&rsquo;intervient le Data Engineer. Il joue un r\u00f4le cl\u00e9 en garantissant que les donn\u00e9es sont accessibles, fiables et bien structur\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, le Data Engineer veille au <\/span><b>respect des r\u00e9glementations <\/b><span style=\"font-weight: 400;\">en mati\u00e8re de donn\u00e9es, telles que le <\/span><a href=\"https:\/\/datascientest.com\/rgpd-definition\"><span style=\"font-weight: 400;\">RGPD (R\u00e8glement G\u00e9n\u00e9ral sur la Protection des Donn\u00e9es)<\/span><\/a><span style=\"font-weight: 400;\">, en anonymisant les donn\u00e9es sensibles et en g\u00e9rant leur cycle de vie. Son expertise permet aux entreprises de <\/span><b>tirer le meilleur parti de leurs donn\u00e9es<\/b><span style=\"font-weight: 400;\">, de prendre des d\u00e9cisions \u00e9clair\u00e9es et de rester comp\u00e9titives sur le march\u00e9. En somme, le Data Engineer est un pilier indispensable de toute organisation moderne ax\u00e9e sur les 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-12162f7 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"12162f7\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/XpkFKJED3UM&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center 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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 l'univers du 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-da7a12e e-flex e-con-boxed e-con\" data-id=\"da7a12e\" 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-3f54839 elementor-widget elementor-widget-heading\" data-id=\"3f54839\" 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-large\">Quelles sont les missions d'un Data Engineer ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7257a13 elementor-widget elementor-widget-heading\" data-id=\"7257a13\" 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-default\">Collecte et gestion des donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a378f2 elementor-widget elementor-widget-text-editor\" data-id=\"3a378f2\" 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 Data Engineer est responsable de la collecte des donn\u00e9es <\/span><b>provenant de multiples sources<\/b><span style=\"font-weight: 400;\">, telles que les r\u00e9seaux sociaux, les capteurs IoT, les bases de donn\u00e9es internes et les applications web. Il met en place des solutions pour collecter ces donn\u00e9es efficacement, souvent via des <\/span><a href=\"https:\/\/datascientest.com\/api-tout-savoir\"><span style=\"font-weight: 400;\">API<\/span><\/a><span style=\"font-weight: 400;\">. Une fois collect\u00e9es, il doit stocker ces donn\u00e9es dans des entrep\u00f4ts de donn\u00e9es ou des lacs de donn\u00e9es, garantissant ainsi leur <\/span><b>accessibilit\u00e9 <\/b><span style=\"font-weight: 400;\">et leur <\/span><b>s\u00e9curit\u00e9<\/b><span style=\"font-weight: 400;\">.<\/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-9a2ff65 elementor-widget elementor-widget-heading\" data-id=\"9a2ff65\" 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-default\">D\u00e9veloppement de pipelines de donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6243695 elementor-widget elementor-widget-text-editor\" data-id=\"6243695\" 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 des missions cl\u00e9s du Data Engineer est le d\u00e9veloppement de <\/span><a href=\"https:\/\/datascientest.com\/pipeline-de-donnees\"><span style=\"font-weight: 400;\">pipelines de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">. Ces pipelines <\/span><b>automatisent le flux de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> depuis la collecte jusqu&rsquo;au traitement, en passant par le <\/span><a href=\"https:\/\/datascientest.com\/data-cleaning-2\"><span style=\"font-weight: 400;\">nettoyage<\/span><\/a><span style=\"font-weight: 400;\"> et le stockage. Le Data Engineer utilise divers outils et technologies pour cr\u00e9er ces pipelines, assurant que les donn\u00e9es soient transform\u00e9es et pr\u00e9par\u00e9es pour une analyse plus approfondie.<\/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-f130043 elementor-widget elementor-widget-heading\" data-id=\"f130043\" 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-default\">Maintenance des infrastructures de donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dcc89c elementor-widget elementor-widget-text-editor\" data-id=\"1dcc89c\" 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 garantir la <\/span><b>performance <\/b><span style=\"font-weight: 400;\">et la <\/span><b>fiabilit\u00e9 <\/b><span style=\"font-weight: 400;\">des syst\u00e8mes de donn\u00e9es, le Data Engineer est charg\u00e9 de la maintenance des infrastructures de donn\u00e9es. Cela inclut la gestion des <\/span><a href=\"https:\/\/datascientest.com\/base-de-donnees-definition\"><span style=\"font-weight: 400;\">bases de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">, la <\/span><b>surveillance des syst\u00e8mes<\/b><span style=\"font-weight: 400;\"> pour d\u00e9tecter et <\/span><b>r\u00e9soudre les probl\u00e8mes<\/b><span style=\"font-weight: 400;\"> potentiels, et l&rsquo;optimisation des processus de stockage et de traitement des donn\u00e9es. La maintenance r\u00e9guli\u00e8re assure que l&rsquo;infrastructure reste robuste et \u00e9volutive face aux besoins croissants de l&rsquo;entreprise.<\/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-ed2a353 elementor-widget elementor-widget-heading\" data-id=\"ed2a353\" 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-default\">Collaboration avec les experts en donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d41651 elementor-widget elementor-widget-text-editor\" data-id=\"8d41651\" 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 Data Engineer travaille en \u00e9troite collaboration avec les <\/span><b>data scientists<\/b><span style=\"font-weight: 400;\"> et les <\/span><b>data analysts<\/b><span style=\"font-weight: 400;\">. Il s&rsquo;assure que les donn\u00e9es collect\u00e9es et pr\u00e9par\u00e9es r\u00e9pondent aux besoins des analyses et des <\/span><a href=\"https:\/\/datascientest.com\/quest-ce-que-cest-le-predictive-modelling\"><span style=\"font-weight: 400;\">mod\u00e8les pr\u00e9dictifs<\/span><\/a><span style=\"font-weight: 400;\">. Cette collaboration permet de garantir que les donn\u00e9es soient de haute qualit\u00e9 et pr\u00eates \u00e0 l&#8217;emploi, facilitant ainsi le travail des experts en analyse et en <\/span><a href=\"https:\/\/datascientest.com\/data-science-definition\"><span style=\"font-weight: 400;\">science des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">. Ensemble, ils contribuent \u00e0 transformer les donn\u00e9es brutes en informations exploitables pour l&rsquo;entreprise.<\/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-b1a82f0 elementor-skin-carousel elementor-arrows-yes elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-media-carousel\" data-id=\"b1a82f0\" data-element_type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;1&quot;,&quot;skin&quot;:&quot;carousel&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;show_arrows&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"media-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/datascientest.com\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-carousel.min.css\">\t\t<div class=\"elementor-swiper\">\n\t\t\t<div class=\"elementor-main-swiper swiper-container\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_1.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_2.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_3.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_4.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_5.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_6.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_7.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"Data Engineer : Tout ce qu\u2019il faut savoir sur ce m\u00e9tier\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/1704976466097-88f71f08-f398-4e01-99b7-31dc29a6c2f7_8.jpg&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Pr\u00e9c\u00e9dent<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-right\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M696 533C708 521 713 504 713 487 713 471 708 454 696 446L400 146C388 133 375 125 354 125 338 125 325 129 313 142 300 154 292 171 292 187 292 204 296 221 308 233L563 492 304 771C292 783 288 800 288 817 288 833 296 850 308 863 321 871 338 875 354 875 371 875 388 867 400 854L696 533Z\"><\/path><\/svg>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Suivant<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\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-b3943af elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b3943af\" 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\">En savoir plus sur le m\u00e9tier 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bebb5e5 e-flex e-con-boxed e-con\" data-id=\"bebb5e5\" 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-68c8e4e elementor-widget elementor-widget-heading\" data-id=\"68c8e4e\" 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-large\">Quelles sont les responsabilit\u00e9s d'un Data Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ffbf4a elementor-widget elementor-widget-heading\" data-id=\"0ffbf4a\" 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-default\">Conception et mise en place de solutions de stockage de donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18cc489 elementor-widget elementor-widget-text-editor\" data-id=\"18cc489\" 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 Data Engineer est <\/span><b>responsable de la conception<\/b><span style=\"font-weight: 400;\"> et de la mise en place de solutions de stockage de donn\u00e9es robustes et \u00e9volutives. Il s\u00e9lectionne les technologies adapt\u00e9es, telles que les Data Warehouses et les Data Lakes, et veille \u00e0 leur int\u00e9gration harmonieuse dans l&rsquo;infrastructure existante. Cette t\u00e2che est essentielle pour garantir un acc\u00e8s rapide et fiable aux donn\u00e9es pour toute l&rsquo;entreprise.<\/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-09c57c9 elementor-widget elementor-widget-heading\" data-id=\"09c57c9\" 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-default\">Optimisation des flux de donn\u00e9es<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-386832e elementor-widget elementor-widget-text-editor\" data-id=\"386832e\" 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 des responsabilit\u00e9s majeures du Data Engineer est l&rsquo;optimisation des flux de donn\u00e9es. Il doit s&rsquo;assurer que les processus de collecte, de transformation et de chargement des donn\u00e9es soient <\/span><b>aussi efficaces que possible<\/b><span style=\"font-weight: 400;\">. Cela implique l&rsquo;automatisation des t\u00e2ches r\u00e9p\u00e9titives, la minimisation des temps de latence et l&rsquo;am\u00e9lioration des performances des syst\u00e8mes de traitement des donn\u00e9es. Ces optimisations permettent de g\u00e9rer des volumes de donn\u00e9es de plus en plus importants tout en maintenant une haute performance.<\/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-588f951 elementor-widget elementor-widget-heading\" data-id=\"588f951\" 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-default\">Gestion de la qualit\u00e9 des donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f29fb66 elementor-widget elementor-widget-text-editor\" data-id=\"f29fb66\" 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 gestion de la qualit\u00e9 des donn\u00e9es est une responsabilit\u00e9 cruciale pour un Data Engineer. Il doit s&rsquo;assurer que les donn\u00e9es soient pr\u00e9cises, compl\u00e8tes et coh\u00e9rentes. Cela inclut le <\/span><b>nettoyage des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> pour \u00e9liminer les doublons, les valeurs manquantes ou incorrectes, ainsi que la <\/span><b>standardisation des formats de donn\u00e9es<\/b><span style=\"font-weight: 400;\">. En maintenant une haute qualit\u00e9 des donn\u00e9es, le Data Engineer garantit que les analyses effectu\u00e9es par les data scientists et les data analysts soient fiables et pertinentes.<\/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-7d6112d elementor-widget elementor-widget-heading\" data-id=\"7d6112d\" 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-default\">S\u00e9curit\u00e9 des donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebaa0d9 elementor-widget elementor-widget-text-editor\" data-id=\"ebaa0d9\" 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 Data Engineer est \u00e9galement charg\u00e9 de la s\u00e9curit\u00e9 des donn\u00e9es. Il doit mettre en place des <\/span><b>mesures de protection<\/b><span style=\"font-weight: 400;\"> pour emp\u00eacher les acc\u00e8s non autoris\u00e9s et les violations de donn\u00e9es. Cela inclut l&rsquo;impl\u00e9mentation de <\/span><b>protocoles de chiffrement<\/b><span style=\"font-weight: 400;\">, la gestion des acc\u00e8s et des autorisations, et la conformit\u00e9 aux r\u00e9glementations en vigueur, telles que le <\/span><b>RGPD<\/b><span style=\"font-weight: 400;\">. En assurant la s\u00e9curit\u00e9 des donn\u00e9es, le Data Engineer prot\u00e8ge les informations sensibles et renforce la confiance des clients et des partenaires.<\/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-a42bc02 elementor-widget elementor-widget-shortcode\" data-id=\"a42bc02\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"248143\" class=\"elementor elementor-248143\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-96b4072 e-flex e-con-boxed e-con\" data-id=\"96b4072\" 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-2e6489d elementor-widget elementor-widget-html\" data-id=\"2e6489d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<!DOCTYPE html>\n<html lang=\"fr\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n    <style>\n        .container {\n            background-color: #F9CB5E;\n            border-radius: 8px;\n            padding: 20px;\n            width: 80%;\n            max-width: 800px;\n            margin: auto;\n            text-align: left;\n            box-sizing: border-box;\n        }\n        .icon {\n            width: 60px;\n            height: 70px;\n            vertical-align: middle;\n            margin-right: 10px;\n            margin-top: -10px; \/* Adjust this value to move the icon up or down *\/\n        }\n        .content {\n            font-size: 16px;\n            color: #000000;\n            margin: 20px 0;\n        }\n        .highlight {\n            font-weight: bold;\n        }\n        .link {\n            color: #4628DD;\n            text-decoration: none;\n        }\n        .button {\n            display: inline-block;\n            background-color: #4628DD;\n            color: #FFFFFF;\n            padding: 10px 20px;\n            border-radius: 5px;\n            text-align: center;\n            text-decoration: none;\n            font-size: 16px;\n            margin-top: 20px;\n        }\n        .elementor-heading-title {\n            font-family: \"Urbanist\", Sans-serif;\n            font-size: 28px;\n            font-weight: bold;\n            margin: 0;\n            display: inline-block;\n            vertical-align: middle;\n        }\n        @media (max-width: 600px) {\n            .container {\n                width: 90%;\n                padding: 10px;\n            }\n            .content {\n                font-size: 14px;\n            }\n            .button {\n                font-size: 14px;\n                padding: 8px 16px;\n            }\n        }\n    <\/style>\n<\/head>\n<body>\n    <div class=\"container\">\n        <div>\n            <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/07\/icon_form_dst-e1722440000130.png\" alt=\"feuille de test aux couleurs de DataScientest\" class=\"icon\">\n            <p class=\"elementor-heading-title elementor-size-default\">\u00cates-vous fait pour travailler dans la Data ?<\/br> Faites le test ! <\/p>\n        <\/div>\n        <div class=\"content\">\n            Vous aimeriez savoir si vous avez les comp\u00e9tences pour faire carri\u00e8re dans la <b>Data Science<\/b> ?\n            D\u00e9couvrez-le en <b>2 minutes<\/b> gr\u00e2ce \u00e0 <b>notre test en ligne gratuit<\/b>. Recevez une \u00e9valuation personnalis\u00e9e et des recommandations sur le m\u00e9tier de la data qui vous correspond.\n            Ne manquez pas cette chance de <b>transformer votre avenir professionnel<\/b> !\n        <\/div>\n        <div style=\"margin-top: 20px;\">\n            <a id=\"button_tst\" class=\"elementor-button elementor-button-link\" href=\"https:\/\/datascientest.com\/questionnaire-profil-data?utm_source=datascientest.com&utm_medium=internal&utm_campaign=banner_articles_tst\" target=\"_blank\">\n                <span class=\"elementor-button-content-wrapper\">\n                    <span class=\"elementor-button-text\">Faire le test en ligne<\/span>\n                <\/span>\n            <\/a>\n        <\/div>\n    <\/div>\n<\/html>\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<\/div>\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-eed6829 elementor-widget elementor-widget-heading\" data-id=\"eed6829\" 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-large\">Quelles sont les comp\u00e9tences et qualit\u00e9s d'un Data Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0b5d7b elementor-widget elementor-widget-heading\" data-id=\"b0b5d7b\" 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-default\">Comp\u00e9tences techniques\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6fa38e elementor-widget elementor-widget-heading\" data-id=\"c6fa38e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Bases de donn\u00e9es\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de8ab7c elementor-widget elementor-widget-text-editor\" data-id=\"de8ab7c\" 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;\">Un Data Engineer doit ma\u00eetriser les diff\u00e9rents syst\u00e8mes de gestion de bases de donn\u00e9es, qu&rsquo;ils soient <\/span><b>relationnels <\/b><span style=\"font-weight: 400;\">(<\/span><a href=\"https:\/\/datascientest.com\/sql-tout-savoir\"><span style=\"font-weight: 400;\">SQL<\/span><\/a><span style=\"font-weight: 400;\">) ou <\/span><b>non relationnels <\/b><span style=\"font-weight: 400;\">(<\/span><a href=\"https:\/\/datascientest.com\/nosql-tout-savoir\"><span style=\"font-weight: 400;\">NoSQL<\/span><\/a><span style=\"font-weight: 400;\">). Cette expertise est essentielle pour structurer, stocker et g\u00e9rer efficacement les donn\u00e9es de l&rsquo;entreprise.<\/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-8e65dae elementor-widget elementor-widget-heading\" data-id=\"8e65dae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Python\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5203e66 elementor-widget elementor-widget-text-editor\" data-id=\"5203e66\" 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 ma\u00eetrise de <\/span><a href=\"https:\/\/datascientest.com\/python-tout-savoir\"><span style=\"font-weight: 400;\">Python <\/span><\/a><span style=\"font-weight: 400;\">est indispensable pour un Data Engineer. Python est utilis\u00e9 pour <\/span><b>l&rsquo;automatisation des t\u00e2ches<\/b><span style=\"font-weight: 400;\"> de traitement des donn\u00e9es, le d\u00e9veloppement de pipelines de donn\u00e9es et l&rsquo;int\u00e9gration avec d&rsquo;autres technologies de l&rsquo;\u00e9cosyst\u00e8me Big Data.<\/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-287985f elementor-widget elementor-widget-heading\" data-id=\"287985f\" 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-default\">Connaissances en Big Data\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f953b51 elementor-widget elementor-widget-heading\" data-id=\"f953b51\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Hadoop\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-733903d elementor-widget elementor-widget-text-editor\" data-id=\"733903d\" 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;\">Un Data Engineer doit avoir une bonne compr\u00e9hension de l&rsquo;\u00e9cosyst\u00e8me <\/span><a href=\"https:\/\/datascientest.com\/hadoop\"><span style=\"font-weight: 400;\">Hadoop<\/span><\/a><span style=\"font-weight: 400;\">. Hadoop permet de <\/span><b>stocker <\/b><span style=\"font-weight: 400;\">et de <\/span><b>traiter <\/b><span style=\"font-weight: 400;\">de grandes quantit\u00e9s de donn\u00e9es de mani\u00e8re distribu\u00e9e, ce qui est essentiel pour g\u00e9rer les volumes massifs de donn\u00e9es modernes.<\/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-06db2e2 elementor-widget elementor-widget-heading\" data-id=\"06db2e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Spark<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcf3758 elementor-widget elementor-widget-text-editor\" data-id=\"bcf3758\" 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 ma\u00eetrise de <\/span><a href=\"https:\/\/datascientest.com\/apache-spark\"><span style=\"font-weight: 400;\">Spark<\/span><\/a><span style=\"font-weight: 400;\"> est \u00e9galement importante. Spark est un <\/span><b>framework <\/b><span style=\"font-weight: 400;\">de traitement de donn\u00e9es en temps r\u00e9el qui offre des capacit\u00e9s de traitement rapide et efficace des grandes quantit\u00e9s de donn\u00e9es. Il est souvent utilis\u00e9 en conjonction avec Hadoop.<\/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-c99f23c elementor-widget elementor-widget-heading\" data-id=\"c99f23c\" 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-default\">Qualit\u00e9s personnelles\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec35c0d elementor-widget elementor-widget-heading\" data-id=\"ec35c0d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Rigueur\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-557db2a elementor-widget elementor-widget-text-editor\" data-id=\"557db2a\" 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 rigueur est une qualit\u00e9 essentielle pour un Data Engineer. Elle permet de <\/span><b>garantir l&rsquo;exactitude<\/b><span style=\"font-weight: 400;\"> et la fiabilit\u00e9 des donn\u00e9es, ainsi que la pr\u00e9cision dans la mise en \u0153uvre des solutions techniques.<\/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-ee07e12 elementor-widget elementor-widget-heading\" data-id=\"ee07e12\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Esprit analytique\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f11ba3 elementor-widget elementor-widget-text-editor\" data-id=\"2f11ba3\" 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;\">Un bon esprit analytique permet au Data Engineer de <\/span><b>r\u00e9soudre des probl\u00e8mes complexes<\/b><span style=\"font-weight: 400;\">, d&rsquo;optimiser les flux de donn\u00e9es et d&rsquo;am\u00e9liorer continuellement les processus de gestion 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-e395f55 elementor-widget elementor-widget-heading\" data-id=\"e395f55\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Curiosit\u00e9\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e84081 elementor-widget elementor-widget-text-editor\" data-id=\"4e84081\" 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 curiosit\u00e9 est une qualit\u00e9 importante pour un Data Engineer. Elle incite \u00e0 <\/span><b>rester \u00e0 jour<\/b><span style=\"font-weight: 400;\"> avec les derni\u00e8res technologies et tendances en mati\u00e8re de gestion de donn\u00e9es, et \u00e0 explorer de nouvelles solutions innovantes.<\/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-93ded71 elementor-widget elementor-widget-heading\" data-id=\"93ded71\" 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-default\">Comp\u00e9tences en gestion de projet\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6b015e elementor-widget elementor-widget-text-editor\" data-id=\"c6b015e\" 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;\">En plus des comp\u00e9tences techniques, un Data Engineer doit avoir de bonnes comp\u00e9tences en gestion de projet. Cela inclut la capacit\u00e9 \u00e0 <\/span><b>planifier<\/b><span style=\"font-weight: 400;\">, <\/span><b>organiser <\/b><span style=\"font-weight: 400;\">et <\/span><b>g\u00e9rer des projets<\/b><span style=\"font-weight: 400;\"> de donn\u00e9es complexes, \u00e0 collaborer avec diff\u00e9rentes \u00e9quipes et \u00e0 respecter les d\u00e9lais.<\/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-62b9048 elementor-widget elementor-widget-image\" data-id=\"62b9048\" 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=\"800\" height=\"602\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_corporate_data_engineer_talking_with_other_co_9c2a0be2-9114-4e91-bd93-9591916621ac-1024x771.png\" class=\"attachment-large size-large wp-image-246953\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_corporate_data_engineer_talking_with_other_co_9c2a0be2-9114-4e91-bd93-9591916621ac-1024x771.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_corporate_data_engineer_talking_with_other_co_9c2a0be2-9114-4e91-bd93-9591916621ac-300x226.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_corporate_data_engineer_talking_with_other_co_9c2a0be2-9114-4e91-bd93-9591916621ac-768x578.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_corporate_data_engineer_talking_with_other_co_9c2a0be2-9114-4e91-bd93-9591916621ac.png 1232w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-1a144ea elementor-widget elementor-widget-heading\" data-id=\"1a144ea\" 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-large\">\u00c9tudes et formations : comment devenir un Data Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29465a7 elementor-widget elementor-widget-heading\" data-id=\"29465a7\" 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-default\">Niveau d'\u00e9tudes requis\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6998e43 elementor-widget elementor-widget-text-editor\" data-id=\"6998e43\" 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 devenir Data Engineer, il est g\u00e9n\u00e9ralement n\u00e9cessaire d&rsquo;avoir un niveau d&rsquo;\u00e9tudes de <\/span><b>bac +5<\/b><span style=\"font-weight: 400;\">. Cependant, certaines positions peuvent \u00eatre accessibles avec un <\/span><b>bac +3 <\/b><span style=\"font-weight: 400;\">accompagn\u00e9 d&rsquo;une exp\u00e9rience pertinente en d\u00e9veloppement et manipulation de 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-4715bf5 elementor-widget elementor-widget-heading\" data-id=\"4715bf5\" 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-default\">Formations et dipl\u00f4mes recommand\u00e9s\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05b2193 elementor-widget elementor-widget-heading\" data-id=\"05b2193\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Bac +3\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53c10a3 elementor-widget elementor-widget-heading\" data-id=\"53c10a3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bachelor en informatique\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e18c33a elementor-widget elementor-widget-text-editor\" data-id=\"e18c33a\" 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;\">Un Bachelor en informatique fournit une <\/span><b>base solide<\/b><span style=\"font-weight: 400;\"> en programmation, en syst\u00e8mes d&rsquo;information et en gestion de bases de donn\u00e9es, pr\u00e9parant ainsi les \u00e9tudiants aux r\u00f4les techniques dans le domaine de la gestion de 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-ccd7ce4 elementor-widget elementor-widget-heading\" data-id=\"ccd7ce4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">BUT en informatique\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72e1b2d elementor-widget elementor-widget-text-editor\" data-id=\"72e1b2d\" 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 BUT en informatique (Bachelor Universitaire de Technologie) offre une <\/span><b>formation pratique et th\u00e9orique<\/b><span style=\"font-weight: 400;\"> en informatique, couvrant des sujets tels que la programmation, les bases de donn\u00e9es, et les syst\u00e8mes d&rsquo;information, ce qui est essentiel pour un futur Data Engineer.<\/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-f010179 elementor-widget elementor-widget-heading\" data-id=\"f010179\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Bac +5\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d6334a elementor-widget elementor-widget-heading\" data-id=\"7d6334a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Master en informatique parcours Data Engineering\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73c030f elementor-widget elementor-widget-text-editor\" data-id=\"73c030f\" 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;\">Un Master en informatique avec un parcours en Data Engineering est sp\u00e9cialement con\u00e7u pour <\/span><b>approfondir les connaissances<\/b><span style=\"font-weight: 400;\"> en gestion de donn\u00e9es, en Big Data et en technologies de traitement de donn\u00e9es avanc\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-97ad209 elementor-widget elementor-widget-heading\" data-id=\"97ad209\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Dipl\u00f4me d'ing\u00e9nieur avec sp\u00e9cialisation en Big Data\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0bbc95 elementor-widget elementor-widget-text-editor\" data-id=\"f0bbc95\" 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;\">Un Dipl\u00f4me d&rsquo;ing\u00e9nieur avec une sp\u00e9cialisation en Big Data permet aux \u00e9tudiants d&rsquo;<\/span><b>acqu\u00e9rir des comp\u00e9tences avanc\u00e9es<\/b><span style=\"font-weight: 400;\"> en gestion de grandes quantit\u00e9s de donn\u00e9es, en infrastructure de donn\u00e9es et en analyses complexes, ce qui est indispensable pour un Data Engineer.<\/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-f5687c5 elementor-widget elementor-widget-heading\" data-id=\"f5687c5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Les formations en ligne<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2dbfa92 elementor-widget elementor-widget-heading\" data-id=\"2dbfa92\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">La formation Data Engineer de DataScientest\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7496375 elementor-widget elementor-widget-text-editor\" data-id=\"7496375\" 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>La <a href=\"https:\/\/datascientest.com\/formation-data-engineer\">formation Data Engineer<\/a> de DataScientest, en <strong>partenariat avec<\/strong> <strong>Mines ParisTech<\/strong>, offre une expertise approfondie en gestion de donn\u00e9es et Big Data. Ce programme, disponible en bootcamp ou temps partiel, couvre des comp\u00e9tences cl\u00e9s telles que Python, SQL, machine learning, et technologies cloud comme AWS. Les apprenants participent \u00e0 des <strong>projets pratiques<\/strong> pour ma\u00eetriser le d\u00e9veloppement et le d\u00e9ploiement d&rsquo;architectures de gestion de donn\u00e9es. La certification obtenue est <strong>reconnue par les Mines ParisTech<\/strong> et align\u00e9e sur les standards du march\u00e9 pour garantir une employabilit\u00e9 optimale.<\/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-9f8cec7 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"9f8cec7\" 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\" 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 notre formation en Data Engineering<\/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-9533c75 elementor-widget elementor-widget-heading\" data-id=\"9533c75\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Certifications professionnelles\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7888599 elementor-widget elementor-widget-heading\" data-id=\"7888599\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">AWS Certified Big Data\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c507823 elementor-widget elementor-widget-text-editor\" data-id=\"c507823\" 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 <\/span><a href=\"https:\/\/datascientest.com\/certifications-aws\"><span style=\"font-weight: 400;\">certification AWS Certified Big Data<\/span><\/a><span style=\"font-weight: 400;\"> valide les comp\u00e9tences dans l&rsquo;utilisation des services Amazon Web Services pour concevoir et g\u00e9rer des solutions Big Data. C&rsquo;est une certification tr\u00e8s respect\u00e9e pour les Data Engineers.<\/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-64edcdc elementor-widget elementor-widget-heading\" data-id=\"64edcdc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Google Professional Data Engineer\n<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7bf4f8e elementor-widget elementor-widget-text-editor\" data-id=\"7bf4f8e\" 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 <\/span><b>certification Google<\/b><span style=\"font-weight: 400;\"> Professional Data Engineer atteste des comp\u00e9tences n\u00e9cessaires pour concevoir, construire et g\u00e9rer des solutions de traitement de donn\u00e9es sur <\/span><a href=\"https:\/\/datascientest.com\/google-cloud-platform-tout-savoir\"><span style=\"font-weight: 400;\">Google Cloud Platform<\/span><\/a><span style=\"font-weight: 400;\">. Cette certification est particuli\u00e8rement utile pour ceux travaillant dans des environnements de cloud computing.<\/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-a37c9f1 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"a37c9f1\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/mG_hm0e1HYQ&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-64fe39a elementor-widget elementor-widget-heading\" data-id=\"64fe39a\" 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-large\">Combien gagne un Data Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40896f6 elementor-widget elementor-widget-heading\" data-id=\"40896f6\" 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-default\">Grille des salaires\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-288c411 elementor-widget elementor-widget-text-editor\" data-id=\"288c411\" 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 salaire d&rsquo;un Data Engineer peut varier en fonction de l&rsquo;exp\u00e9rience, de la localisation g\u00e9ographique et du secteur d&rsquo;activit\u00e9. Voici une grille des salaires typiques pour ce m\u00e9tier :<\/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-fa58270 elementor-widget elementor-widget-html\" data-id=\"fa58270\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<!DOCTYPE html>\r\n<html lang=\"fr\">\r\n<head>\r\n    <meta charset=\"UTF-8\">\r\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n    <title>Tableau des Salaires<\/title>\r\n    <style>\r\n        table {\r\n            width: 100%;\r\n            border-collapse: collapse;\r\n        }\r\n        th, td {\r\n            border: 1px solid black;\r\n            padding: 8px;\r\n            text-align: left;\r\n        }\r\n        th {\r\n            background-color: #f2f2f2;\r\n        }\r\n    <\/style>\r\n<\/head>\r\n<body>\r\n    <table>\r\n        <thead>\r\n            <tr>\r\n                <th>Niveau d'exp\u00e9rience<\/th>\r\n                <th>Salaire annuel brut (\u20ac)<\/th>\r\n                <th>Salaire annuel brut (Allemagne, \u20ac)<\/th>\r\n            <\/tr>\r\n        <\/thead>\r\n        <tbody>\r\n            <tr>\r\n                <td>D\u00e9butant<\/td>\r\n                <td>38 000 - 39 600<\/td>\r\n                <td>40 000 - 55 000<\/td>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Interm\u00e9diaire (5-10 ans d'exp\u00e9rience)<\/td>\r\n                <td>45 000 - 69 600<\/td>\r\n                <td>50 000 - 65 000<\/td>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Senior (10+ ans d'exp\u00e9rience)<\/td>\r\n                <td>69 600 - 96 000<\/td>\r\n                <td>65 000 - 90 000<\/td>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Freelance (tarif journalier)<\/td>\r\n                <td>600 \u20ac par jour<\/td>\r\n                <td>-<\/td>\r\n            <\/tr>\r\n        <\/tbody>\r\n    <\/table>\r\n<\/body>\r\n<\/html>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54ee2d8 elementor-widget elementor-widget-text-editor\" data-id=\"54ee2d8\" 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>Bien \u00e9videmment, ces niveaux de salaire d\u00e9pendent de plusieurs facteurs, notamment l\u2019<b>exp\u00e9rience professionnelle<\/b>, mais aussi la <b>localisation g\u00e9ographique<\/b> ou encore le <b>secteur d\u2019activit\u00e9<\/b>.<\/p>\n<p>En se rapprochant&nbsp;<a href=\"https:\/\/web.archive.org\/web\/20240526222603\/https:\/\/www.licornesociety.com\/recrutement\/data\" target=\"_blank\" rel=\"noopener\">d\u2019un cabinet de recrutement en Data<\/a>, les candidats peuvent mieux cerner les opportunit\u00e9s disponibles et les attentes salariales sp\u00e9cifiques \u00e0 leur profil et situation g\u00e9ographique. Ces cabinets jouent un r\u00f4le crucial dans la mise en relation des data engineers, quel que soit leur niveau d\u2019exp\u00e9rience, avec des entreprises en qu\u00eate de talents.<\/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-691d980 elementor-widget elementor-widget-heading\" data-id=\"691d980\" 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\">Exp\u00e9rience junior\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-271c9d7 elementor-widget elementor-widget-text-editor\" data-id=\"271c9d7\" 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;\">Un Data Engineer d\u00e9butant peut s&rsquo;attendre \u00e0 un salaire mensuel brut compris entre <\/span><b>3 000 \u20ac<\/b><span style=\"font-weight: 400;\"> et <\/span><b>3 500 \u20ac<\/b><span style=\"font-weight: 400;\">. Cette r\u00e9mun\u00e9ration peut varier en fonction de l&rsquo;entreprise et de la r\u00e9gion. En g\u00e9n\u00e9ral, les d\u00e9butants b\u00e9n\u00e9ficient \u00e9galement de formations suppl\u00e9mentaires pour am\u00e9liorer leurs comp\u00e9tences techniques.<\/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-c70c7e3 elementor-widget elementor-widget-heading\" data-id=\"c70c7e3\" 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\">Exp\u00e9rience interm\u00e9diaire\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cad199 elementor-widget elementor-widget-text-editor\" data-id=\"6cad199\" 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;\">Avec environ <\/span><b>5 <\/b><span style=\"font-weight: 400;\">\u00e0 <\/span><b>10 ans d&rsquo;exp\u00e9rience<\/b><span style=\"font-weight: 400;\">, un Data Engineer interm\u00e9diaire peut gagner entre <\/span><b>4 000 \u20ac<\/b><span style=\"font-weight: 400;\"> et <\/span><b>5 500 \u20ac<\/b><span style=\"font-weight: 400;\"> par mois. \u00c0 ce niveau, le professionnel est souvent responsable de projets plus complexes et peut superviser d&rsquo;autres ing\u00e9nieurs ou analystes.<\/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-b1ec710 elementor-widget elementor-widget-heading\" data-id=\"b1ec710\" 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\">Exp\u00e9rience senior\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f944d3 elementor-widget elementor-widget-text-editor\" data-id=\"3f944d3\" 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;\">Les Data Engineers seniors, avec <\/span><b>plus de 10 ans d&rsquo;exp\u00e9rience<\/b><span style=\"font-weight: 400;\">, peuvent atteindre des salaires mensuels bruts de <\/span><b>6 000 \u20ac<\/b><span style=\"font-weight: 400;\"> \u00e0 <\/span><b>8 000 \u20ac<\/b><span style=\"font-weight: 400;\">, voire plus selon les comp\u00e9tences sp\u00e9cifiques et les responsabilit\u00e9s assum\u00e9es. Les seniors sont souvent impliqu\u00e9s dans la prise de d\u00e9cisions strat\u00e9giques et peuvent occuper des postes de direction.<\/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-c7c09b3 elementor-widget elementor-widget-heading\" data-id=\"c7c09b3\" 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\">Freelance\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b955166 elementor-widget elementor-widget-text-editor\" data-id=\"b955166\" 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;\">Les Data Engineers travaillant en freelance ont la possibilit\u00e9 de fixer leurs tarifs journaliers, qui varient g\u00e9n\u00e9ralement entre <\/span><b>500 \u20ac<\/b><span style=\"font-weight: 400;\"> et <\/span><b>800 \u20ac<\/b><span style=\"font-weight: 400;\"> par jour. Le taux exact d\u00e9pend de l&rsquo;expertise du professionnel, de la nature du projet et de la demande sur le march\u00e9. Les freelances b\u00e9n\u00e9ficient d&rsquo;une grande flexibilit\u00e9 mais doivent \u00e9galement g\u00e9rer les aspects commerciaux et administratifs de leur activit\u00e9.<\/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-767fe8f elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"767fe8f\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/jTZMN7_GagQ&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-a153bf5 elementor-widget elementor-widget-heading\" data-id=\"a153bf5\" 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-large\">Qui recrute des Data Engineers ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20256ab elementor-widget elementor-widget-heading\" data-id=\"20256ab\" 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-default\">Entreprises du secteur priv\u00e9\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ad88fd elementor-widget elementor-widget-text-editor\" data-id=\"5ad88fd\" 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;\">Les entreprises du secteur priv\u00e9 sont parmi les principaux recruteurs de Data Engineers. Les <\/span><b>grandes entreprises technologiques<\/b><span style=\"font-weight: 400;\">, les soci\u00e9t\u00e9s de <\/span><b>services financiers<\/b><span style=\"font-weight: 400;\">, les entreprises de <\/span><b>t\u00e9l\u00e9communications <\/b><span style=\"font-weight: 400;\">et les startups technologiques recherchent toutes des experts en gestion de donn\u00e9es pour optimiser leurs processus et prendre des d\u00e9cisions bas\u00e9es sur les donn\u00e9es.\u00a0<\/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-73f791c elementor-widget elementor-widget-heading\" data-id=\"73f791c\" 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-default\">Organisations du secteur public\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de77d86 elementor-widget elementor-widget-text-editor\" data-id=\"de77d86\" 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;\">Les organisations du secteur public telles que les <\/span><b>administrations gouvernementales<\/b><span style=\"font-weight: 400;\">, l\u2019<\/span><b>\u00e9ducation <\/b><span style=\"font-weight: 400;\">et les <\/span><b>h\u00f4pitaux <\/b><span style=\"font-weight: 400;\">recrutent \u00e9galement des Data Engineers. Ces organismes ont besoin de professionnels pour g\u00e9rer les vastes quantit\u00e9s de donn\u00e9es g\u00e9n\u00e9r\u00e9es, am\u00e9liorer l&rsquo;efficacit\u00e9 des services publics, et assurer la conformit\u00e9 avec les r\u00e9glementations en mati\u00e8re de protection 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-f6fa6db elementor-widget elementor-widget-heading\" data-id=\"f6fa6db\" 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-default\">Organisations internationales\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-019129a elementor-widget elementor-widget-text-editor\" data-id=\"019129a\" 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;\">Les organisations internationales et les <\/span><b>ONG <\/b><span style=\"font-weight: 400;\">recrutent des Data Engineers pour g\u00e9rer et analyser les donn\u00e9es \u00e0 l&rsquo;\u00e9chelle mondiale. Les Data Engineer doivent g\u00e9rer les donn\u00e9es provenant de diff\u00e9rents pays et r\u00e9gions, souvent dans des contextes vari\u00e9s et complexes. Ces experts aident \u00e0 rationaliser les op\u00e9rations, am\u00e9liorer la prise de d\u00e9cision et soutenir les initiatives globales de d\u00e9veloppement et d&rsquo;aide humanitaire.<\/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-ed8a476 elementor-widget elementor-widget-heading\" data-id=\"ed8a476\" 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-default\">Freelance\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d20196a elementor-widget elementor-widget-text-editor\" data-id=\"d20196a\" 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;\">De nombreux Data Engineers choisissent de travailler en freelance ou en tant qu&rsquo;<\/span><b>ind\u00e9pendants<\/b><span style=\"font-weight: 400;\">. Cette option leur permet de s\u00e9lectionner leurs projets et clients, offrant ainsi une grande flexibilit\u00e9 et une diversit\u00e9 de missions. Les freelances peuvent travailler avec des <strong>entreprises de toutes tailles<\/strong> et de <strong>tous secteurs<\/strong>, en fonction des besoins sp\u00e9cifiques en gestion de donn\u00e9es. Ils doivent cependant g\u00e9rer leurs propres aspects commerciaux et administratifs, ce qui peut \u00eatre un d\u00e9fi suppl\u00e9mentaire mais offre des opportunit\u00e9s de revenus potentiellement plus \u00e9lev\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-627fd7e elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"627fd7e\" 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\">Ma\u00eetriser les outils d'un 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-11b2a96 elementor-widget elementor-widget-heading\" data-id=\"11b2a96\" 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-large\">Quelles sont les possibilit\u00e9s d'\u00e9volution de carri\u00e8re ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-28477e8 elementor-widget elementor-widget-heading\" data-id=\"28477e8\" 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-default\">Architecte de donn\u00e9es\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a46f5d1 elementor-widget elementor-widget-text-editor\" data-id=\"a46f5d1\" 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;\">Un Data Engineer peut \u00e9voluer vers le poste d&rsquo;<\/span><a href=\"https:\/\/datascientest.com\/data-architect\"><span style=\"font-weight: 400;\">Architecte de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">. Ce r\u00f4le implique la conception et la <\/span><b>gestion de l&rsquo;architecture<\/b><span style=\"font-weight: 400;\"> globale des syst\u00e8mes de donn\u00e9es de l&rsquo;entreprise. L&rsquo;architecte de donn\u00e9es est responsable de la <\/span><b>structuration<\/b><span style=\"font-weight: 400;\">, de la <\/span><b>gouvernance <\/b><span style=\"font-weight: 400;\">et de la <\/span><b>qualit\u00e9 <\/b><span style=\"font-weight: 400;\">des donn\u00e9es, assurant que l&rsquo;infrastructure de donn\u00e9es r\u00e9pond aux besoins strat\u00e9giques de l&rsquo;organisation. Cette position requiert une expertise approfondie en technologies de gestion de donn\u00e9es et en conception de syst\u00e8mes complexes.<\/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-dd1e1ea elementor-widget elementor-widget-heading\" data-id=\"dd1e1ea\" 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-default\">Chief Data Officer\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f4ea7a elementor-widget elementor-widget-text-editor\" data-id=\"9f4ea7a\" 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;\">Avec une exp\u00e9rience significative, un Data Engineer peut aspirer \u00e0 devenir <\/span><a href=\"https:\/\/datascientest.com\/chief-data-officer-tout-savoir\"><span style=\"font-weight: 400;\">Chief Data Officer (CDO)<\/span><\/a><span style=\"font-weight: 400;\">. Le CDO supervise l&rsquo;ensemble des <\/span><b>strat\u00e9gies <\/b><span style=\"font-weight: 400;\">de gestion des donn\u00e9es de l&rsquo;entreprise, s&rsquo;assurant que les donn\u00e9es sont utilis\u00e9es efficacement pour <\/span><b>atteindre les objectifs commerciaux<\/b><span style=\"font-weight: 400;\">. Ce r\u00f4le de direction n\u00e9cessite des comp\u00e9tences en gestion, une vision strat\u00e9gique et une compr\u00e9hension approfondie des r\u00e9glementations en mati\u00e8re de donn\u00e9es. Le CDO travaille <\/span><b>en \u00e9troite collaboration avec d&rsquo;autres cadres<\/b><span style=\"font-weight: 400;\"> pour int\u00e9grer les initiatives de donn\u00e9es dans les processus d\u00e9cisionnels de l&rsquo;entreprise.<\/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-5827742 elementor-widget elementor-widget-heading\" data-id=\"5827742\" 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-default\">Consultant en Big Data\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b32f617 elementor-widget elementor-widget-text-editor\" data-id=\"b32f617\" 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;\">Un autre chemin de carri\u00e8re pour un Data Engineer est de devenir <\/span><a href=\"https:\/\/datascientest.com\/consultant-data-focus-sur-ce-metier\"><span style=\"font-weight: 400;\">Consultant en Big Data<\/span><\/a><span style=\"font-weight: 400;\">. Les consultants fournissent des <\/span><b>conseils sp\u00e9cialis\u00e9s<\/b><span style=\"font-weight: 400;\"> aux entreprises sur la mise en \u0153uvre et l&rsquo;optimisation de leurs infrastructures Big Data. Ils aident \u00e0 <\/span><b>r\u00e9soudre des probl\u00e8mes<\/b><span style=\"font-weight: 400;\"> complexes, \u00e0 <\/span><b>am\u00e9liorer les processus de gestion<\/b><span style=\"font-weight: 400;\"> de donn\u00e9es et \u00e0 adopter de nouvelles technologies. Ce r\u00f4le n\u00e9cessite non seulement des comp\u00e9tences techniques avanc\u00e9es, mais aussi la capacit\u00e9 de comprendre les besoins commerciaux et de communiquer des solutions efficaces aux clients.<\/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-ae15f33 elementor-widget elementor-widget-heading\" data-id=\"ae15f33\" 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-default\">Formateur ou enseignant en Data Engineering\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f932596 elementor-widget elementor-widget-text-editor\" data-id=\"f932596\" 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, un Data Engineer peut choisir de devenir formateur ou enseignant en Data Engineering. En <\/span><b>partageant leur expertise<\/b><span style=\"font-weight: 400;\"> avec les \u00e9tudiants et les professionnels en formation continue, ils contribuent \u00e0 former la prochaine g\u00e9n\u00e9ration de sp\u00e9cialistes en gestion de donn\u00e9es. Ce r\u00f4le n\u00e9cessite de <\/span><b>solides comp\u00e9tences p\u00e9dagogiques<\/b><span style=\"font-weight: 400;\"> et une passion pour l&rsquo;enseignement. Les formateurs et enseignants en Data Engineering travaillent dans des \u00e9tablissements d&rsquo;enseignement sup\u00e9rieur, des centres de formation professionnelle ou en tant qu&rsquo;ind\u00e9pendants offrant des formations sp\u00e9cialis\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-12fb736 elementor-widget elementor-widget-image\" data-id=\"12fb736\" 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=\"800\" height=\"602\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_data_science_teacher_in_a_university_classroo_28b3f47f-7a6c-4c76-9e7d-b887d7b9a98f-1024x771.png\" class=\"attachment-large size-large wp-image-246954\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_data_science_teacher_in_a_university_classroo_28b3f47f-7a6c-4c76-9e7d-b887d7b9a98f-1024x771.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_data_science_teacher_in_a_university_classroo_28b3f47f-7a6c-4c76-9e7d-b887d7b9a98f-300x226.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_data_science_teacher_in_a_university_classroo_28b3f47f-7a6c-4c76-9e7d-b887d7b9a98f-768x578.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/dst_acquisition_A_data_science_teacher_in_a_university_classroo_28b3f47f-7a6c-4c76-9e7d-b887d7b9a98f.png 1232w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-5abc6d8 elementor-widget elementor-widget-heading\" data-id=\"5abc6d8\" 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-large\">Quels sont les avantages et inconv\u00e9nients du m\u00e9tier de Data Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-863b15e elementor-widget elementor-widget-heading\" data-id=\"863b15e\" 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-default\">Avantages\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-584e20e elementor-widget elementor-widget-heading\" data-id=\"584e20e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Demande \u00e9lev\u00e9e\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5ee0fb elementor-widget elementor-widget-text-editor\" data-id=\"b5ee0fb\" 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 m\u00e9tier de Data Engineer est en forte demande, avec de <\/span><b>nombreuses entreprises<\/b><span style=\"font-weight: 400;\"> cherchant \u00e0 exploiter les vastes quantit\u00e9s de donn\u00e9es qu&rsquo;elles collectent. Cette demande constante offre une excellente stabilit\u00e9 de l&#8217;emploi et de nombreuses opportunit\u00e9s professionnelles.<\/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-0939714 elementor-widget elementor-widget-heading\" data-id=\"0939714\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">R\u00e9mun\u00e9ration attractive\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9574f4 elementor-widget elementor-widget-text-editor\" data-id=\"b9574f4\" 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 r\u00e9mun\u00e9ration pour les Data Engineers est <\/span><b>tr\u00e8s comp\u00e9titive<\/b><span style=\"font-weight: 400;\">, en particulier pour ceux qui poss\u00e8dent des comp\u00e9tences sp\u00e9cialis\u00e9es et une exp\u00e9rience significative. Les salaires augmentent rapidement avec l&rsquo;exp\u00e9rience et la sp\u00e9cialisation, rendant ce m\u00e9tier financi\u00e8rement attractif.<\/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-18217d0 elementor-widget elementor-widget-heading\" data-id=\"18217d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Diversit\u00e9 des missions\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-311cec4 elementor-widget elementor-widget-text-editor\" data-id=\"311cec4\" 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;\">Les Data Engineers travaillent sur une <\/span><b>grande vari\u00e9t\u00e9 de projets<\/b><span style=\"font-weight: 400;\">, allant de la collecte et du nettoyage des donn\u00e9es \u00e0 la mise en place d&rsquo;infrastructures Big Data complexes. Cette diversit\u00e9 des missions permet de d\u00e9velopper un large \u00e9ventail de comp\u00e9tences et de garder le travail int\u00e9ressant et stimulant.<\/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-91e3125 elementor-widget elementor-widget-heading\" data-id=\"91e3125\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Possibilit\u00e9s de carri\u00e8re\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a15774f elementor-widget elementor-widget-text-editor\" data-id=\"a15774f\" 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 existe de nombreuses possibilit\u00e9s de carri\u00e8re pour les Data Engineers. Ils peuvent <\/span><b>\u00e9voluer<\/b><span style=\"font-weight: 400;\"> vers des r\u00f4les tels que Data Architect, Chief Data Officer, ou encore Consultant en Big Data. Cette flexibilit\u00e9 permet de <\/span><b>personnaliser sa carri\u00e8re<\/b><span style=\"font-weight: 400;\"> selon ses int\u00e9r\u00eats et ses objectifs professionnels.<\/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-1052119 elementor-widget elementor-widget-heading\" data-id=\"1052119\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Impact significatif\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be80f8b elementor-widget elementor-widget-text-editor\" data-id=\"be80f8b\" 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 d&rsquo;un Data Engineer a un impact significatif sur la capacit\u00e9 d&rsquo;une entreprise \u00e0 <\/span><b>prendre des d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> bas\u00e9es sur les donn\u00e9es. En optimisant l&rsquo;infrastructure de donn\u00e9es, ils contribuent \u00e0 am\u00e9liorer l&rsquo;efficacit\u00e9 op\u00e9rationnelle et \u00e0 offrir des insights pr\u00e9cieux qui peuvent transformer les strat\u00e9gies commerciales.<\/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-4deedff elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"4deedff\" 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\u00e9couvrez notre 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-1fe24e1 elementor-widget elementor-widget-heading\" data-id=\"1fe24e1\" 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-default\">Inconv\u00e9nients\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9672ae8 elementor-widget elementor-widget-heading\" data-id=\"9672ae8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Veille technologique constante\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99faa47 elementor-widget elementor-widget-text-editor\" data-id=\"99faa47\" 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 rester comp\u00e9titif, un Data Engineer doit effectuer une veille technologique constante afin de <\/span><b>se<\/b> <b>tenir \u00e0 jour continuellement <\/b><span style=\"font-weight: 400;\">avec les derni\u00e8res avanc\u00e9es en mati\u00e8re de technologies de donn\u00e9es. Cela peut \u00eatre exigeant et n\u00e9cessiter un apprentissage continu.<\/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-17a03df elementor-widget elementor-widget-heading\" data-id=\"17a03df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Disponibilit\u00e9<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-597df77 elementor-widget elementor-widget-text-editor\" data-id=\"597df77\" 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;\">Les Data Engineers peuvent \u00eatre <\/span><b>sollicit\u00e9s en dehors des heures de travail<\/b><span style=\"font-weight: 400;\">, notamment en cas d&rsquo;incidents techniques ou de besoins urgents de maintenance. Cette disponibilit\u00e9 peut parfois empi\u00e9ter sur la vie personnelle.<\/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-d5adcf6 elementor-widget elementor-widget-heading\" data-id=\"d5adcf6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Complexit\u00e9 des probl\u00e8mes\n<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b65395 elementor-widget elementor-widget-text-editor\" data-id=\"7b65395\" 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;\">Les probl\u00e8mes rencontr\u00e9s par les Data Engineers peuvent \u00eatre tr\u00e8s complexes et n\u00e9cessitent des <\/span><b>comp\u00e9tences techniques approfondies<\/b><span style=\"font-weight: 400;\"> pour \u00eatre r\u00e9solus. La gestion de ces probl\u00e8mes complexes peut \u00eatre stressante et exiger une <\/span><b>grande patience<\/b><span style=\"font-weight: 400;\"> et une <\/span><b>capacit\u00e9 \u00e0 travailler sous pression<\/b><span style=\"font-weight: 400;\">.<\/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-e3cb926 e-flex e-con-boxed e-con\" data-id=\"e3cb926\" 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-9bcb455 elementor-widget elementor-widget-html\" data-id=\"9bcb455\" 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\": \"Qu'est-ce qu'un Data Engineer ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Le Data Engineer est un expert en gestion des donn\u00e9es, responsable de la conception et de la maintenance de l'infrastructure data d'une entreprise. 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