{"id":238748,"date":"2024-04-30T16:58:17","date_gmt":"2024-04-30T16:58:17","guid":{"rendered":"https:\/\/datascientest.com\/?p=238748"},"modified":"2024-06-05T12:11:17","modified_gmt":"2024-06-05T12:11:17","slug":"analytics-engineer-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/analytics-engineer-tout-savoir","title":{"rendered":"Analytics engineer : missions, comp\u00e9tences, salaire et formations"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"238748\" class=\"elementor elementor-238748\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9926f90 e-flex e-con-boxed e-con\" data-id=\"9926f90\" 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-6c2c88a elementor-widget elementor-widget-text-editor\" data-id=\"6c2c88a\" 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;\">L&rsquo;Analytics Engineer, fusion entre Data Analyst et Data Engineer, est un profil de plus en plus indispensable dans les entreprises modernes depuis son \u00e9mergence en 2018. Dot\u00e9 d&rsquo;une double comp\u00e9tence technique et business, il joue un r\u00f4le crucial dans l&rsquo;optimisation de l&rsquo;exploitation des donn\u00e9es, en particulier celles li\u00e9es aux clients, afin d&rsquo;am\u00e9liorer les strat\u00e9gies commerciales et la prise de d\u00e9cision.<\/span><\/p><p><span style=\"font-weight: 400;\">D\u00e9couvrez dans cet article le r\u00f4le, les missions, les comp\u00e9tences, le salaire et comment exercer ce m\u00e9tier en plein essor, souvent appel\u00e9 par erreur Analytic 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-32ed790 elementor-widget__width-initial elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"32ed790\" data-element_type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:&quot;#cursus-mtiers-tab, #cursus-experts-tab, #certifications-tab, #les-essentiels-de-la-data-tab, 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svg{height:1em;width:1em;fill:var(--toggle-button-color)}.elementor-toc__spinner-container{text-align:center}.elementor-toc__spinner{font-size:2em}.elementor-toc__spinner.e-font-icon-svg{height:1em;width:1em}.elementor-toc__body{padding:var(--box-padding,20px);max-height:var(--toc-body-max-height);overflow-y:auto}.elementor-toc__body::-webkit-scrollbar{width:7px}.elementor-toc__body::-webkit-scrollbar-thumb{background-color:#babfc5;border-radius:10px}.elementor-toc__list-wrapper{list-style:none;padding:0}.elementor-toc__list-item{margin-bottom:.5em}.elementor-toc__list-item.elementor-item-active{font-weight:700}.elementor-toc__list-item 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.elementor-toc__list-item-text{white-space:nowrap;overflow:hidden;text-overflow:ellipsis}.elementor-toc__list-items--collapsible>.elementor-toc__list-wrapper>.elementor-toc__list-item>.elementor-toc__list-wrapper{display:none}.elementor-toc__heading-anchor{position:absolute}.elementor-toc__body .elementor-toc__list-item-text{color:var(--item-text-color);-webkit-text-decoration:var(--item-text-decoration);text-decoration:var(--item-text-decoration)}.elementor-toc__body .elementor-toc__list-item-text:hover{color:var(--item-text-hover-color);-webkit-text-decoration:var(--item-text-hover-decoration);text-decoration:var(--item-text-hover-decoration)}.elementor-toc__body .elementor-toc__list-item-text.elementor-item-active{color:var(--item-text-active-color);-webkit-text-decoration:var(--item-text-active-decoration);text-decoration:var(--item-text-active-decoration)}ol.elementor-toc__list-wrapper{counter-reset:item}ol.elementor-toc__list-wrapper .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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8cfd7da e-flex e-con-boxed e-con\" data-id=\"8cfd7da\" 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-151b735 elementor-widget elementor-widget-heading\" data-id=\"151b735\" 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-default\">Qu\u2019est-ce qu\u2019un Analytics Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-017ed70 elementor-widget elementor-widget-text-editor\" data-id=\"017ed70\" 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;\">L&rsquo;Analytics Engineer, m\u00e9tier \u00e9mergeant <\/span><b>depuis 2018<\/b><span style=\"font-weight: 400;\">, se positionne \u00e0 l&rsquo;intersection entre <a href=\"https:\/\/datascientest.com\/data-analyst-tout-savoir\">Data Analyst<\/a> et <a href=\"https:\/\/datascientest.com\/data-engineer-tout-savoir\">Data Engineer<\/a>, devenant ainsi un atout crucial dans la gestion des donn\u00e9es au sein des entreprises.<\/span><\/p><p><span style=\"font-weight: 400;\">Sp\u00e9cialis\u00e9 dans la gestion, transformation, et mod\u00e9lisation des donn\u00e9es, cet ing\u00e9nieur fournit des ensembles de donn\u00e9es compr\u00e9hensibles pour tous, en appliquant les <\/span><b>meilleures pratiques de visualisation<\/b><span style=\"font-weight: 400;\"> comme le contr\u00f4le de version et l\u2019<a href=\"https:\/\/datascientest.com\/ci-cd-integration-continue-livraison-continue\">int\u00e9gration continue<\/a>.<\/span><\/p><p><span style=\"font-weight: 400;\">Par rapport aux m\u00e9tiers traditionnels de la data, l&rsquo;Analytics Engineer se distingue en collaborant \u00e9troitement avec les <b>Data Analysts<\/b> et <a href=\"https:\/\/datascientest.com\/metier-data-scientist\">Data Scientists<\/a> pour d\u00e9velopper des solutions d&rsquo;analyse adapt\u00e9es aux besoins m\u00e9tier.<\/span><\/p><p><span style=\"font-weight: 400;\">Faisant face \u00e0 une <\/span><b>demande croissante<\/b><span style=\"font-weight: 400;\"> de ses comp\u00e9tences avanc\u00e9es dans l&rsquo;analyse de codes et la prise de d\u00e9cision en entreprise, ce r\u00f4le, parfois mal orthographi\u00e9 \u00ab\u00a0Analytic Engineer\u00a0\u00bb, est essentiel pour l\u2019optimisation strat\u00e9gique des donn\u00e9es, permettant une <a href=\"https:\/\/datascientest.com\/data-analysis-tout-savoir\">analyse<\/a> et une exploitation optimale en vue de <\/span><b>r\u00e9soudre des probl\u00e8mes complexes<\/b><span style=\"font-weight: 400;\"> et de d\u00e9velopper des mod\u00e8les pr\u00e9dictifs.<\/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-9b43c4e elementor-widget elementor-widget-image\" data-id=\"9b43c4e\" 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=\"2000\" height=\"1121\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150946795.jpg\" class=\"attachment-full size-full wp-image-238751\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150946795.jpg 2000w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150946795-300x168.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150946795-1024x574.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150946795-768x430.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150946795-1536x861.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-56a6189 e-flex e-con-boxed e-con\" data-id=\"56a6189\" 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-fbe7abc elementor-widget elementor-widget-heading\" data-id=\"fbe7abc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelles sont les missions d\u2019un Analytics Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-797a2c0 elementor-widget elementor-widget-text-editor\" data-id=\"797a2c0\" 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;\">Contrairement au Data Analyst, qui se focalise principalement sur l&rsquo;analyse des donn\u00e9es, l&rsquo;Analytics Engineer voit son travail centr\u00e9 sur la<\/span><b> mod\u00e9lisation<\/b> <b>des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> pour en faciliter l&rsquo;acc\u00e8s aux utilisateurs finaux. Cette approche permet aux utilisateurs de r\u00e9pondre \u00e0 la majorit\u00e9 de leurs questions sur des donn\u00e9es de mani\u00e8re autonome. Un Analytics Engineer exp\u00e9riment\u00e9 s&rsquo;occupera donc de transformer, tester, d\u00e9ployer et documenter les donn\u00e9es dont il est responsable.<\/span><\/p><p><span style=\"font-weight: 400;\">Voici une liste plus d\u00e9taill\u00e9e des missions d\u2019un Analytics Engineer :\u00a0<\/span><\/p><ul><li><b>Mod\u00e9lisation et transformation des donn\u00e9es :<\/b><span style=\"font-weight: 400;\"> Les Analytics Engineers doivent structurer, nettoyer et pr\u00e9parer les donn\u00e9es pour les analyses afin d\u2019assurer de leur pr\u00e9cision et de leur fiabilit\u00e9.<\/span><\/li><li><b>Int\u00e9gration des donn\u00e9es et d\u00e9veloppement des pipelines :<\/b><span style=\"font-weight: 400;\"> Pour r\u00e9pondre aux besoins de l\u2019entreprise, ils con\u00e7oivent des <a href=\"https:\/\/datascientest.com\/pipeline-de-donnees\">pipelines<\/a> pour extraire, transformer et charger les donn\u00e9es de meilleure qualit\u00e9.<\/span><\/li><li><b>Validation et tests des donn\u00e9es :<\/b><span style=\"font-weight: 400;\"> Les ing\u00e9nieurs proc\u00e8dent \u00e0 des <a href=\"https:\/\/datascientest.com\/test-unitaire\">tests unitaires<\/a>, d&rsquo;int\u00e9gration et de performance pour \u00e9valuer la fiabilit\u00e9 des pipelines de donn\u00e9es, ils mettent alors en place des proc\u00e9dures de validation pour garantir la fiabilit\u00e9 de leurs donn\u00e9es.<\/span><\/li><li><b>Collaboration avec les parties prenantes :<\/b><span style=\"font-weight: 400;\"> Pour fournir des <a href=\"https:\/\/datascientest.com\/dataset-definition\">ensembles de donn\u00e9es<\/a> pertinents et exploitables, ils travaillent en \u00e9troite collaboration avec les utilisateurs finaux et autres parties prenantes.<\/span><\/li><li><b>Documentation des donn\u00e9es : <\/b><span style=\"font-weight: 400;\">Responsables de la documentation des processus de donn\u00e9es, les Analytics Engineers s\u2019assurent de la transparence et de la reproductibilit\u00e9 des transformations de donn\u00e9es et <a href=\"https:\/\/datascientest.com\/workflow-tout-savoir\">workflows<\/a> mis en place.<\/span><\/li><li><b>Utilisation des meilleures pratiques d\u2019ing\u00e9nierie logicielle :<\/b><span style=\"font-weight: 400;\"> Ils appliquent des pratiques telles que la modularit\u00e9, la r\u00e9utilisabilit\u00e9 du code, et la gestion des versions, pour assurer l\u2019efficacit\u00e9 et l\u2019actualisation des solutions d\u2019analyse.<\/span><\/li><li><b>Am\u00e9lioration continue : <\/b>Engag\u00e9s dans une d\u00e9marche d&rsquo;am\u00e9lioration continue, les Analytics Engineers restent inform\u00e9s des derni\u00e8res technologies et tendances de leur march\u00e9 et de leurs pratiques.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac1594a elementor-widget elementor-widget-image\" data-id=\"ac1594a\" 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=\"2000\" height=\"1335\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150377158-1.jpg\" class=\"attachment-full size-full wp-image-238750\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150377158-1.jpg 2000w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150377158-1-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150377158-1-1024x684.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150377158-1-768x513.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/2150377158-1-1536x1025.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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-bafe5f0 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"bafe5f0\" 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-md\" href=\"https:\/\/datascientest.com\/formation-data-analyst\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Devenir expert en analyse des donn\u00e9es<\/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-6638d45 e-flex e-con-boxed e-con\" data-id=\"6638d45\" 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-c80f60b elementor-widget elementor-widget-heading\" data-id=\"c80f60b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelles sont les comp\u00e9tences d\u2019un Analytics Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-989bdc7 elementor-widget elementor-widget-text-editor\" data-id=\"989bdc7\" 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 exercer correctement leur m\u00e9tier, les Analytics Engineer doivent ma\u00eetriser des <\/span><b>comp\u00e9tences cl\u00e9s<\/b><span style=\"font-weight: 400;\"> dans la programmation, l\u2019analyse, la <a href=\"https:\/\/datascientest.com\/avec-la-data-visualisation-donnez-du-sens-a-vos-donnees\">visualisation<\/a> et le social.<\/span><\/p><p><span style=\"font-weight: 400;\">Voici une liste d\u00e9taill\u00e9e des comp\u00e9tences requises pour \u00eatre un Analytics Engineer reconnu :<\/span><\/p><ul><li><b>Exp\u00e9rience dans le secteur des donn\u00e9es :<\/b><span style=\"font-weight: 400;\"> Pour les ing\u00e9nieurs analytics, il est crucial d&rsquo;avoir une exp\u00e9rience dans des environnements centr\u00e9s sur les donn\u00e9es. Les personnes souhaitant devenir Analytics Engineer sont, pour la plupart, des Data Analyst ou des Data Engineer cherchant \u00e0 se sp\u00e9cialiser dans la mod\u00e9lisation des donn\u00e9es.<\/span><\/li><li><b>Comp\u00e9tences avanc\u00e9es en SQL :<\/b><span style=\"font-weight: 400;\"> Ma\u00eetriser <a href=\"https:\/\/datascientest.com\/sql-tout-savoir\">SQL<\/a> est essentiel pour un Analytics Engineer, \u00e9tant donn\u00e9 que la majorit\u00e9 de leurs t\u00e2ches implique d&rsquo;interroger, manipuler et transformer des donn\u00e9es au sein de bases de donn\u00e9es. SQL est crucial pour extraire des informations pr\u00e9cises, ce qui pr\u00e9pare les donn\u00e9es pour les analyses subs\u00e9quentes.<\/span><\/li><li><b>Comp\u00e9tences en programmation :<\/b><span style=\"font-weight: 400;\"> En plus de SQL, la ma\u00eetrise de langages de programmation tels que <a href=\"https:\/\/datascientest.com\/langage-r-tout-savoir\">R<\/a> et <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python<\/a> est cruciale. Ces langages sont essentiels pour visualiser les donn\u00e9es, ainsi que pour d\u00e9velopper des <a href=\"https:\/\/datascientest.com\/quest-ce-que-cest-le-predictive-modelling\">mod\u00e8les pr\u00e9dictifs<\/a> et des <a href=\"https:\/\/datascientest.com\/apprentissage-auto-supervise-tout-savoir\">algorithmes d&rsquo;apprentissage automatique<\/a>.<\/span><\/li><li><b>Ma\u00eetrise de la technologie DBT :<\/b> <a href=\"https:\/\/datascientest.com\/data-build-tool-tout-savoir\">Dbt (Data Build Tool)<\/a> est un outil de transformation de donn\u00e9es qui facilite l&rsquo;impl\u00e9mentation de code d&rsquo;analyse via SQL. Il permet aux Analytics Engineers de cr\u00e9er et g\u00e9rer des pipelines de donn\u00e9es de mani\u00e8re efficace.\u00a0<\/li><li><b>Connaissance en Software Engineering :<\/b><span style=\"font-weight: 400;\"> Il est essentiel pour un ing\u00e9nieur analytics de conna\u00eetre et d&rsquo;appliquer les meilleures pratiques en <a href=\"https:\/\/datascientest.com\/software-engineer-tout-savoir\">g\u00e9nie logiciel<\/a>, telles que la modularit\u00e9, la r\u00e9utilisabilit\u00e9 du code, la documentation, les tests unitaires et la gestion des versions.<br \/><\/span>L&rsquo;adoption de ces pratiques permet non seulement d&rsquo;am\u00e9liorer la robustesse du code mais aussi de d\u00e9velopper des pipelines de donn\u00e9es plus efficaces. En outre, elles facilitent la gestion des modifications et renforcent la collaboration avec les autres membres de l&rsquo;\u00e9quipe de d\u00e9veloppement.<\/li><li><b>Connaissance des outils de BI et d\u2019ing\u00e9nierie des donn\u00e9es :<\/b><span style=\"font-weight: 400;\"> Il est crucial pour un ing\u00e9nieur analytics d&rsquo;avoir une bonne ma\u00eetrise des outils d\u2019ing\u00e9nierie des donn\u00e9es et de <a href=\"https:\/\/datascientest.com\/business-intelligence\">Business Intelligence (BI)<\/a>. Cela inclut la connaissance des <a href=\"https:\/\/datascientest.com\/data-warehouse\">entrep\u00f4ts de donn\u00e9es<\/a> tels que Snowflake, Amazon Redshift et Google BigQuery, des outils ETL comme AWS Glue et Talend, ainsi que des plateformes de BI telles que Tableau et Looker.<br \/><\/span>L&rsquo;exp\u00e9rience pratique avec ces technologies non seulement augmente sa polyvalence, mais permet \u00e9galement une adaptation rapide \u00e0 l\u2019environnement de l\u2019entreprise.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-828f6dd elementor-widget elementor-widget-image\" data-id=\"828f6dd\" 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=\"2000\" height=\"1125\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/73482.jpg\" class=\"attachment-full size-full wp-image-238752\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/73482.jpg 2000w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/73482-300x169.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/73482-1024x576.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/73482-768x432.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/73482-1536x864.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-716703b e-flex e-con-boxed e-con\" data-id=\"716703b\" 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-e52136f elementor-widget elementor-widget-heading\" data-id=\"e52136f\" 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\">Quel est le salaire d\u2019un Analytics Engineer ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebcf04f elementor-widget elementor-widget-text-editor\" data-id=\"ebcf04f\" 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 Analytics Engineer en France est influenc\u00e9 par plusieurs facteurs cl\u00e9s tels que l&rsquo;exp\u00e9rience, le niveau de comp\u00e9tence, et la localisation g\u00e9ographique. Selon Talent.com, le <\/span><b>salaire m\u00e9dian<\/b><span style=\"font-weight: 400;\"> annuel pour ce poste est d&rsquo;environ <\/span><b>54 000 \u20ac<\/b><span style=\"font-weight: 400;\">. Toutefois, ce montant peut varier consid\u00e9rablement en fonction de l&rsquo;exp\u00e9rience : les professionnels <\/span><b>d\u00e9butants<\/b><span style=\"font-weight: 400;\"> peuvent s&rsquo;attendre \u00e0 commencer avec un salaire autour de <\/span><b>43 625 \u20ac<\/b><span style=\"font-weight: 400;\"> par an, tandis que ceux <\/span><b>plus exp\u00e9riment\u00e9s<\/b><span style=\"font-weight: 400;\"> peuvent atteindre ou d\u00e9passer <\/span><b>78 000 \u20ac<\/b><span style=\"font-weight: 400;\"> annuellement.<\/span><\/p><p><span style=\"font-weight: 400;\">La demande pour les comp\u00e9tences en Analytics Engineering, qui peut fluctuer selon les besoins du march\u00e9, joue un r\u00f4le dans la d\u00e9termination des salaires. De plus, la localisation g\u00e9ographique est un facteur significatif : les salaires tendent \u00e0 \u00eatre plus \u00e9lev\u00e9s dans les grandes m\u00e9tropoles et les r\u00e9gions avec un secteur technologique bien d\u00e9velopp\u00e9. Enfin, l&rsquo;accumulation d&rsquo;exp\u00e9rience, les comp\u00e9tences avanc\u00e9es et les certifications peuvent \u00e9galement augmenter le potentiel de gain de ces 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-7f43aa5 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"7f43aa5\" 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-md\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Commencer une carri\u00e8re en Data Science<\/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-6d6f7c7 elementor-widget elementor-widget-heading\" data-id=\"6d6f7c7\" 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\">Comment devenir Analytics Engineer ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44352cd elementor-widget elementor-widget-text-editor\" data-id=\"44352cd\" 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 Analytics Engineer en France, bien que les parcours de formation soient diversifi\u00e9s, il est fr\u00e9quent de voir des professionnels issus de <\/span><b>formations sup\u00e9rieures en math\u00e9matiques<\/b><span style=\"font-weight: 400;\">, statistiques, ou informatique. Des \u00e9tablissements r\u00e9put\u00e9s tels que l&rsquo;Universit\u00e9 Paris-Saclay, Sorbonne Universit\u00e9 ou Polytechnique sont souvent le point de d\u00e9part de ces carri\u00e8res. Pour une sp\u00e9cialisation plus pouss\u00e9e, beaucoup poursuivent avec un Master en sciences des donn\u00e9es, analyse commerciale, ou un domaine connexe, disponible dans des institutions comme HEC Paris, T\u00e9l\u00e9com Paris, CentraleSup\u00e9lec.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">En dehors des parcours universitaires, les <\/span><b>bootcamps sp\u00e9cialis\u00e9s<\/b><span style=\"font-weight: 400;\"> de Datascientest en <\/span><a href=\"https:\/\/datascientest.com\/formation-data-engineer\"><span style=\"font-weight: 400;\">Data Engineering<\/span><\/a><span style=\"font-weight: 400;\"> ou en <\/span><a href=\"https:\/\/datascientest.com\/formation-data-analyst\"><span style=\"font-weight: 400;\">Data Analyse<\/span><\/a><span style=\"font-weight: 400;\"> offrent une voie plus rapide et flexible aux professionnels souhaitant se sp\u00e9cialiser ou se reconvertir.<\/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-b0da7cc elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"b0da7cc\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=D1mQrXPgXa8&amp;t=2s&amp;ab_channel=DataScientest&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 center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\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-1ded9da elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"1ded9da\" 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-md\" href=\"https:\/\/datascientest.com\/formations-data\">\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 nos formations en Big Data<\/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-c26109f e-flex e-con-boxed e-con\" data-id=\"c26109f\" 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-11a21fa elementor-widget elementor-widget-html\" data-id=\"11a21fa\" 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 Analytics Engineer ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"L'Analytics Engineer est un professionnel qui se situe \u00e0 l'intersection entre Data Analyst et Data Engineer. Il est sp\u00e9cialis\u00e9 dans la gestion, la transformation, et la mod\u00e9lisation des donn\u00e9es pour les rendre accessibles et exploitables.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quelles sont les missions principales d'un Analytics Engineer ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Les missions incluent la mod\u00e9lisation des donn\u00e9es, le d\u00e9veloppement de pipelines de donn\u00e9es, la validation et les tests de donn\u00e9es, ainsi que la collaboration avec les parties prenantes pour fournir des donn\u00e9es exploitables.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quelles comp\u00e9tences sont requises pour devenir un Analytics Engineer ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Les comp\u00e9tences cl\u00e9s incluent une ma\u00eetrise avanc\u00e9e de SQL, des comp\u00e9tences en programmation (notamment R et Python), la connaissance des meilleures pratiques de g\u00e9nie logiciel, ainsi que la ma\u00eetrise des outils de BI et d'ing\u00e9nierie des donn\u00e9es.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quel est le salaire moyen d'un Analytics Engineer en France ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Le salaire m\u00e9dian annuel pour un Analytics Engineer est d'environ 54 000 \u20ac, avec des variations selon l'exp\u00e9rience et la localisation g\u00e9ographique.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Comment devenir un Analytics Engineer ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Pour devenir un Analytics Engineer, il est souvent recommand\u00e9 d'avoir une formation en math\u00e9matiques, statistiques, ou informatique, suivie d'un Master dans un domaine li\u00e9 aux sciences des donn\u00e9es ou une sp\u00e9cialisation via des bootcamps en Data Engineering ou Data Analyse.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L&rsquo;Analytics Engineer, fusion entre Data Analyst et Data Engineer, est un profil de plus en plus indispensable dans les entreprises modernes depuis son \u00e9mergence en 2018. Dot\u00e9 d&rsquo;une double comp\u00e9tence technique et business, il joue un r\u00f4le crucial dans l&rsquo;optimisation de l&rsquo;exploitation des donn\u00e9es, en particulier celles li\u00e9es aux clients, afin d&rsquo;am\u00e9liorer les strat\u00e9gies commerciales [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":238749,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417,2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Analytics engineer : missions, comp\u00e9tences, salaire et formations<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez le r\u00f4le crucial de l&#039;Analytics Engineer, ses missions, comp\u00e9tences, salaire et formation pour exceller dans ce m\u00e9tier en plein essor.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/analytics-engineer-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Analytics engineer : missions, comp\u00e9tences, salaire et formations\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/analytics-engineer-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-30T16:58:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-05T12:11:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/04\/Design-sans-titre-22-1024x576.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"576\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Estelle Molto\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Estelle Molto\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/analytics-engineer-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/analytics-engineer-tout-savoir\",\"name\":\"Analytics engineer : missions, comp\u00e9tences, salaire et formations\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-04-30T16:58:17+00:00\",\"dateModified\":\"2024-06-05T12:11:17+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\"},\"description\":\"D\u00e9couvrez le r\u00f4le crucial de l'Analytics Engineer, ses missions, comp\u00e9tences, salaire et formation pour exceller dans ce m\u00e9tier en plein essor.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/analytics-engineer-tout-savoir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\",\"name\":\"Estelle Molto\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1694177433052.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1694177433052.jpeg\",\"caption\":\"Estelle Molto\"},\"description\":\"Estelle Molto est Head Career Manager chez DataScientest, sp\u00e9cialis\u00e9e dans le coaching RH et l'organisation d'\u00e9v\u00e9nements de recrutement. 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