{"id":15193,"date":"2020-11-24T14:44:47","date_gmt":"2020-11-24T14:44:47","guid":{"rendered":"https:\/\/datascientest.com\/?p=15193"},"modified":"2024-08-02T13:08:20","modified_gmt":"2024-08-02T13:08:20","slug":"metier-data-scientist","status":"publish","type":"post","link":"https:\/\/datascientest.com\/metier-data-scientist","title":{"rendered":"Data Scientist : Tout ce qu&rsquo;il faut savoir sur ce m\u00e9tier"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15193\" class=\"elementor elementor-15193\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ef24e32 e-flex e-con-boxed e-con\" data-id=\"ef24e32\" 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-7dcf821 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-b6fb8c9 elementor-widget__width-initial elementor-widget elementor-widget-html\" data-id=\"b6fb8c9\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div>\r\n  <table style=\"width: 100%; border-collapse: collapse; margin: 20px 0;\">\r\n    <thead>\r\n      <tr style=\"background-color: #f2f2f2;\">\r\n        <th style=\"border: 1px solid #dddddd; text-align: left; padding: 8px;\">Crit\u00e8res<\/th>\r\n        <th style=\"border: 1px solid #dddddd; text-align: left; padding: 8px;\">Informations<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Niveau d'\u00e9tudes<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Bac +5 en math\u00e9matiques appliqu\u00e9es, informatique, ou data science<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Bac conseill\u00e9<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Scientifique<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Employabilit\u00e9<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Tr\u00e8s bonne<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Salaire d\u00e9butant<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">3 000 \u00e0 3 300 \u20ac<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Salaire confirm\u00e9<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">3 750 \u00e0 5 800 \u20ac<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Mobilit\u00e9<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Bonne<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Comp\u00e9tences cl\u00e9s<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Analyse de donn\u00e9es, programmation, machine learning, mod\u00e9lisation statistique<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Qualit\u00e9s requises<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Curiosit\u00e9, esprit analytique, rigueur, communication<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Secteurs d'activit\u00e9<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">E-commerce, finance, grande distribution, industrie, freelance<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Possibilit\u00e9s d'\u00e9volution<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Data Scientist Senior, Chief Data Scientist, Chief Data Officer, Consultant en Data Science<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Certifications recommand\u00e9es<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Certified Data Scientist (CDS), Cloudera Certified Data Scientist (CCDS), IBM Data Science Professional Certificate, Google Professional Data Engineer<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5cddf77 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5cddf77\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f974e1a\" data-id=\"f974e1a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3a49df elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b3a49df\" 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-scientist\">\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 Data Scientist<\/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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b751a78 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b751a78\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f272cb\" data-id=\"7f272cb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1014137 elementor-widget elementor-widget-heading\" data-id=\"1014137\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a5c8664 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a5c8664\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b9392e8\" data-id=\"b9392e8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a5e1572 elementor-widget elementor-widget-text-editor\" data-id=\"a5e1572\" 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;\">Un data scientist est un <\/span><b>expert <\/b><span style=\"font-weight: 400;\">qui aide les entreprises \u00e0 exploiter le potentiel de leurs donn\u00e9es pour prendre des <\/span><a href=\"https:\/\/datascientest.com\/role-des-equipes-data-dans-la-prise-de-decision-strategique-en-entreprise\"><span style=\"font-weight: 400;\">d\u00e9cisions strat\u00e9giques<\/span><\/a><span style=\"font-weight: 400;\">. Ses missions incluent la collecte, l&rsquo;organisation, l&rsquo;analyse et l&rsquo;interpr\u00e9tation de vastes <\/span><a href=\"https:\/\/datascientest.com\/dataset-definition\"><span style=\"font-weight: 400;\">ensembles de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> afin de <\/span><b>fournir des insights pr\u00e9cieux<\/b><span style=\"font-weight: 400;\">. Gr\u00e2ce \u00e0 une vision globale des donn\u00e9es de son entreprise, le data scientist peut aider la direction et les diff\u00e9rents services (marketing, qualit\u00e9, production, etc.) \u00e0 optimiser leurs op\u00e9rations.<\/span><\/p><p><span style=\"font-weight: 400;\">Les principales responsabilit\u00e9s d&rsquo;un data scientist sont de :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Collecter <\/b><span style=\"font-weight: 400;\">et <\/span><b>structurer <\/b><span style=\"font-weight: 400;\">les donn\u00e9es provenant de diverses sources comme des serveurs, des fichiers, des bases de donn\u00e9es, etc.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nettoyer <\/b><span style=\"font-weight: 400;\">et <\/span><b>pr\u00e9parer <\/b><span style=\"font-weight: 400;\">les donn\u00e9es pour les rendre exploitables.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>D\u00e9velopper <\/b><span style=\"font-weight: 400;\">des mod\u00e8les statistiques et des algorithmes pour <\/span><a href=\"https:\/\/datascientest.com\/data-analysis-tout-savoir\"><span style=\"font-weight: 400;\">analyser les donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cr\u00e9er des <\/span><b>visualisations <\/b><span style=\"font-weight: 400;\">de donn\u00e9es sous forme de rapports, graphiques et tableaux pour communiquer les r\u00e9sultats de mani\u00e8re compr\u00e9hensible.<\/span><\/li><\/ul><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Le data scientist utilise une vari\u00e9t\u00e9 d&rsquo;outils et de technologies, notamment <\/span><b>Apache Hadoop<\/b><span style=\"font-weight: 400;\">, <\/span><b>Spark<\/b><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/datascientest.com\/mapreduce\"><span style=\"font-weight: 400;\">Map Reduce<\/span><\/a><span style=\"font-weight: 400;\">, et des langages de programmation comme <\/span><a href=\"https:\/\/datascientest.com\/python-tout-savoir\"><span style=\"font-weight: 400;\">Python<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/datascientest.com\/langage-r-tout-savoir\"><span style=\"font-weight: 400;\">R<\/span><\/a><span style=\"font-weight: 400;\">, et <\/span><b>SAS<\/b><span style=\"font-weight: 400;\">. Il doit \u00e9galement avoir une solide ma\u00eetrise des <\/span><a href=\"https:\/\/datascientest.com\/nosql-tout-savoir\"><span style=\"font-weight: 400;\">bases de donn\u00e9es NoSQL<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Les data scientists sont en forte demande dans de nombreux secteurs tels que l&rsquo;<\/span><b>e-commerce<\/b><span style=\"font-weight: 400;\">, la <\/span><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-et-finance\"><span style=\"font-weight: 400;\">finance<\/span><\/a><span style=\"font-weight: 400;\">, la <\/span><b>grande distribution<\/b><span style=\"font-weight: 400;\">, et l&rsquo;<\/span><b>industrie<\/b><span style=\"font-weight: 400;\">. Ils peuvent travailler en <\/span><a href=\"https:\/\/datascientest.com\/se-lancer-en-freelance-dans-la-data\"><span style=\"font-weight: 400;\">freelance<\/span><\/a><span style=\"font-weight: 400;\"> ou \u00eatre employ\u00e9s dans des startups ou de grandes entreprises. Avec l&rsquo;explosion du Big Data, ce m\u00e9tier offre de nombreuses opportunit\u00e9s de carri\u00e8re et des perspectives d&rsquo;\u00e9volution int\u00e9ressantes.<\/span><\/p><p><span style=\"font-weight: 400;\">Pour exceller dans ce m\u00e9tier, il est essentiel d&rsquo;avoir des comp\u00e9tences en <\/span><b>math\u00e9matiques appliqu\u00e9es<\/b><span style=\"font-weight: 400;\"> et en <\/span><b>statistiques<\/b><span style=\"font-weight: 400;\">, ainsi qu&rsquo;une bonne ma\u00eetrise des <\/span><b>techniques de mod\u00e9lisation<\/b><span style=\"font-weight: 400;\"> et des <\/span><a href=\"https:\/\/datascientest.com\/apprentissage-automatique\"><span style=\"font-weight: 400;\">algorithmes d&rsquo;apprentissage automatique<\/span><\/a><span style=\"font-weight: 400;\">. La capacit\u00e9 de communiquer efficacement avec les diff\u00e9rentes parties prenantes de l&rsquo;entreprise est \u00e9galement cruciale.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-703c2a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"703c2a7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9edb6c0\" data-id=\"9edb6c0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-421150c elementor-skin-carousel elementor-arrows-yes elementor-pagination-type-bullets elementor-pagination-position-outside elementor-widget elementor-widget-media-carousel\" data-id=\"421150c\" 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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_1-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_2-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_3-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_4-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_5-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_6-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_7-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_8-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_9-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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<a href=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Metier_DS_V3.pdf\">\t\t<div class=\"elementor-carousel-image\" role=\"img\" aria-label=\"fiche m\u00e9tier Data scientist\" style=\"background-image: url(&#039;https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/DS_slide_10-1.png&#039;)\">\n\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t<\/a>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-0301090 e-flex e-con-boxed e-con\" data-id=\"0301090\" 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-58b31c5 elementor-widget elementor-widget-heading\" data-id=\"58b31c5\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77ee60f elementor-widget elementor-widget-text-editor\" data-id=\"77ee60f\" 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 missions d&rsquo;un data scientist sont <\/span><b>vari\u00e9es <\/b><span style=\"font-weight: 400;\">et jouent un r\u00f4le crucial dans l&rsquo;<\/span><b>exploitation des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> pour la prise de d\u00e9cisions strat\u00e9giques. Voici un aper\u00e7u des principales t\u00e2ches qu&rsquo;il accomplit :<\/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-5b1cb7d elementor-widget elementor-widget-heading\" data-id=\"5b1cb7d\" 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 structuration 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-feb8101 elementor-widget elementor-widget-text-editor\" data-id=\"feb8101\" 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 <\/span><b>data scientist<\/b><span style=\"font-weight: 400;\"> commence par collecter des donn\u00e9es provenant de <\/span><b>multiples sources<\/b><span style=\"font-weight: 400;\">, telles que des serveurs, des bases de donn\u00e9es, des fichiers et m\u00eame des donn\u00e9es publiques. Il doit ensuite structurer ces donn\u00e9es pour <\/span><b>les rendre exploitables<\/b><span style=\"font-weight: 400;\">, en s&rsquo;assurant qu&rsquo;elles sont au bon format et en \u00e9liminant les donn\u00e9es inexploitables.<\/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-1cfe5bc elementor-widget elementor-widget-heading\" data-id=\"1cfe5bc\" 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\">Nettoyage 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-0488e3b elementor-widget elementor-widget-text-editor\" data-id=\"0488e3b\" 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;\">Avant toute analyse, il est crucial de nettoyer les donn\u00e9es pour <\/span><b>\u00e9liminer les anomalies<\/b><span style=\"font-weight: 400;\"> et les erreurs. Cela permet d&rsquo;assurer la fiabilit\u00e9 et l&rsquo;exactitude des r\u00e9sultats obtenus par la suite.<\/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-7a86913 elementor-widget elementor-widget-heading\" data-id=\"7a86913\" 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\">Analyse et mod\u00e9lisation\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eca1016 elementor-widget elementor-widget-text-editor\" data-id=\"eca1016\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Une fois les donn\u00e9es pr\u00e9par\u00e9es, le data scientist d\u00e9veloppe des mod\u00e8les statistiques et des <\/span><a href=\"https:\/\/datascientest.com\/algorithme-tout-savoir\"><span style=\"font-weight: 400;\">algorithmes<\/span><\/a><span style=\"font-weight: 400;\"> pour analyser les donn\u00e9es. Il utilise des techniques de <\/span><b>machine learning<\/b><span style=\"font-weight: 400;\"> pour identifier des tendances, pr\u00e9dire des comportements futurs et r\u00e9pondre aux probl\u00e8mes sp\u00e9cifiques 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-835611d elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"835611d\" 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-scientist\">\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'analyse de 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<div class=\"elementor-element elementor-element-2005493 elementor-widget elementor-widget-heading\" data-id=\"2005493\" 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\">Visualisation et communication des r\u00e9sultats\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c024bfd elementor-widget elementor-widget-text-editor\" data-id=\"c024bfd\" 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 r\u00e9sultats de l&rsquo;analyse doivent \u00eatre pr\u00e9sent\u00e9s de mani\u00e8re <\/span><a href=\"https:\/\/datascientest.com\/avec-la-data-visualisation-donnez-du-sens-a-vos-donnees\"><span style=\"font-weight: 400;\">visuelle et compr\u00e9hensible<\/span><\/a><span style=\"font-weight: 400;\">. Le data scientist cr\u00e9e des <\/span><b>rapports<\/b><span style=\"font-weight: 400;\">, des <\/span><b>graphes<\/b><span style=\"font-weight: 400;\"> et des <\/span><b>tableaux<\/b><span style=\"font-weight: 400;\"> pour communiquer ses findings aux parties prenantes de l&rsquo;entreprise. Cette \u00e9tape est cruciale pour transformer les donn\u00e9es en informations exploitables.<\/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-71604f6 elementor-widget elementor-widget-heading\" data-id=\"71604f6\" 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\">Support \u00e0 la prise de d\u00e9cision\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4773714 elementor-widget elementor-widget-text-editor\" data-id=\"4773714\" 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;\">Gr\u00e2ce \u00e0 ses analyses, le data scientist <\/span><b>fournit des insights pr\u00e9cieux<\/b><span style=\"font-weight: 400;\"> qui aident la direction et les diff\u00e9rents services (marketing, production, etc.) \u00e0 prendre des d\u00e9cisions inform\u00e9es. Il propose \u00e9galement des recommandations pour <\/span><b>optimiser les op\u00e9rations<\/b><span style=\"font-weight: 400;\"> et am\u00e9liorer la performance 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-7082b6d elementor-widget elementor-widget-heading\" data-id=\"7082b6d\" 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\">Veille technologique\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-456d93e elementor-widget elementor-widget-text-editor\" data-id=\"456d93e\" 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 efficace, le data scientist doit se <\/span><a href=\"https:\/\/datascientest.com\/veille-technologique-definition\"><span style=\"font-weight: 400;\">tenir inform\u00e9<\/span><\/a><span style=\"font-weight: 400;\"> des derni\u00e8res innovations technologiques et des nouvelles m\u00e9thodes d&rsquo;analyse de donn\u00e9es. Cela inclut l&rsquo;<\/span><b>apprentissage continu<\/b><span style=\"font-weight: 400;\"> de nouveaux outils et 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-31e5eed elementor-widget elementor-widget-heading\" data-id=\"31e5eed\" 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 et gestion de projets\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93f5833 elementor-widget elementor-widget-text-editor\" data-id=\"93f5833\" 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 scientist travaille souvent en \u00e9troite collaboration avec d&rsquo;autres <\/span><b>professionnels des donn\u00e9es<\/b><span style=\"font-weight: 400;\">, des graphistes, des chefs de projet et les diff\u00e9rents m\u00e9tiers de l&rsquo;entreprise. Il peut \u00e9galement \u00eatre amen\u00e9 \u00e0 <\/span><b>g\u00e9rer des projets<\/b><span style=\"font-weight: 400;\"> de bout en bout, de la collecte de donn\u00e9es \u00e0 la pr\u00e9sentation des r\u00e9sultats.<\/span><\/p><p><span style=\"font-weight: 400;\">Ces missions d\u00e9montrent l&rsquo;importance et la <\/span><b>polyvalence du data scientist<\/b><span style=\"font-weight: 400;\"> dans une organisation moderne, o\u00f9 la capacit\u00e9 \u00e0 exploiter les donn\u00e9es est un atout strat\u00e9gique majeur.<\/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-3d37a8d elementor-widget elementor-widget-shortcode\" data-id=\"3d37a8d\" 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-a0d8174 elementor-widget elementor-widget-heading\" data-id=\"a0d8174\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5122f5 elementor-widget elementor-widget-text-editor\" data-id=\"c5122f5\" 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 scientist assume de <\/span><b>nombreuses responsabilit\u00e9s cruciales<\/b><span style=\"font-weight: 400;\"> pour exploiter efficacement les donn\u00e9es au sein d&rsquo;une entreprise. Voici un aper\u00e7u des principales responsabilit\u00e9s qu&rsquo;il doit g\u00e9rer :<\/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-0d7dce2 elementor-widget elementor-widget-heading\" data-id=\"0d7dce2\" 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\">\u00c9valuation des besoins 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-da9ea68 elementor-widget elementor-widget-text-editor\" data-id=\"da9ea68\" 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 scientist commence par <\/span><b>analyser <\/b><span style=\"font-weight: 400;\">les besoins de l&rsquo;entreprise en mati\u00e8re de donn\u00e9es. Il <\/span><b>identifie <\/b><span style=\"font-weight: 400;\">les objectifs sp\u00e9cifiques de chaque service et d\u00e9finit les questions auxquelles les donn\u00e9es doivent r\u00e9pondre pour optimiser les processus d\u00e9cisionnels.<\/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-1307ba0 elementor-widget elementor-widget-heading\" data-id=\"1307ba0\" 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 structuration 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-f820c65 elementor-widget elementor-widget-text-editor\" data-id=\"f820c65\" 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 est charg\u00e9 de collecter des donn\u00e9es \u00e0 partir de diverses sources internes et externes, puis de les structurer pour <\/span><b>les rendre exploitables<\/b><span style=\"font-weight: 400;\">. Cette \u00e9tape inclut la gestion de grandes bases de donn\u00e9es et l&rsquo;utilisation d&rsquo;outils comme <\/span><a href=\"https:\/\/datascientest.com\/hadoop\"><span style=\"font-weight: 400;\">Apache Hadoop<\/span><\/a><span style=\"font-weight: 400;\"> et <\/span><a href=\"https:\/\/datascientest.com\/apache-spark\"><span style=\"font-weight: 400;\">Spark<\/span><\/a><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-bf10a8f elementor-widget elementor-widget-heading\" data-id=\"bf10a8f\" 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\">Nettoyage et pr\u00e9paration 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-8f78f7a elementor-widget elementor-widget-text-editor\" data-id=\"8f78f7a\" 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;\">Avant toute analyse, le data scientist doit nettoyer les donn\u00e9es, <\/span><b>\u00e9liminer les anomalies<\/b><span style=\"font-weight: 400;\"> et les <\/span><b>incoh\u00e9rences<\/b><span style=\"font-weight: 400;\">, et pr\u00e9parer les jeux de donn\u00e9es pour garantir des r\u00e9sultats fiables et pr\u00e9cis.<\/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-744823b elementor-widget elementor-widget-heading\" data-id=\"744823b\" 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 mod\u00e8les et algorithmes\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fff45a elementor-widget elementor-widget-text-editor\" data-id=\"5fff45a\" 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 scientist d\u00e9veloppe des <\/span><b>mod\u00e8les statistiques<\/b><span style=\"font-weight: 400;\"> et des algorithmes avanc\u00e9s pour analyser les donn\u00e9es. Il utilise des techniques de <\/span><b>machine learning<\/b><span style=\"font-weight: 400;\"> et d&rsquo;<\/span><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\"><span style=\"font-weight: 400;\">intelligence artificielle<\/span><\/a><span style=\"font-weight: 400;\"> pour identifier des tendances et faire des pr\u00e9dictions.<\/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-dd4016d elementor-widget elementor-widget-heading\" data-id=\"dd4016d\" 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\">Analyse et interpr\u00e9tation 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-b30eb19 elementor-widget elementor-widget-text-editor\" data-id=\"b30eb19\" 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 analyse les donn\u00e9es pour <\/span><b>extraire des insights<\/b> <b>pertinents <\/b><span style=\"font-weight: 400;\">et interpr\u00e8te les r\u00e9sultats pour r\u00e9pondre aux questions strat\u00e9giques de l&rsquo;entreprise. Ces analyses peuvent porter sur des domaines vari\u00e9s comme le marketing, la production, ou la gestion des risques.<\/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-41b208e elementor-widget elementor-widget-heading\" data-id=\"41b208e\" 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\">Visualisation des r\u00e9sultats\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-716704e elementor-widget elementor-widget-text-editor\" data-id=\"716704e\" 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 scientist cr\u00e9e des visualisations de donn\u00e9es claires et compr\u00e9hensibles, telles que des graphiques, des tableaux et des rapports, pour <\/span><b>communiquer efficacement ses findings<\/b><span style=\"font-weight: 400;\"> aux parties prenantes 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-6c087c2 elementor-widget elementor-widget-heading\" data-id=\"6c087c2\" 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\">Support \u00e0 la prise de d\u00e9cision\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d7c2ee elementor-widget elementor-widget-text-editor\" data-id=\"5d7c2ee\" 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;\">Gr\u00e2ce \u00e0 ses analyses, il fournit des <\/span><b>recommandations strat\u00e9giques<\/b><span style=\"font-weight: 400;\"> qui aident les d\u00e9cideurs \u00e0 optimiser leurs op\u00e9rations et \u00e0 prendre des d\u00e9cisions inform\u00e9es. Il joue un r\u00f4le cl\u00e9 dans l&rsquo;orientation des strat\u00e9gies 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-b610098 elementor-widget elementor-widget-heading\" data-id=\"b610098\" 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\">Veille technologique\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-753ec4c elementor-widget elementor-widget-text-editor\" data-id=\"753ec4c\" 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 scientist assure une veille technologique constante pour rester \u00e0 jour avec les derni\u00e8res avanc\u00e9es en mati\u00e8re de <\/span><b>data science<\/b><span style=\"font-weight: 400;\"> et de <\/span><b>technologies analytiques<\/b><span style=\"font-weight: 400;\">. Il explore de nouveaux <\/span><a href=\"https:\/\/datascientest.com\/les-outils-dans-le-quotidien-dun-data-scientist\"><span style=\"font-weight: 400;\">outils et techniques<\/span><\/a><span style=\"font-weight: 400;\"> pour am\u00e9liorer ses m\u00e9thodes d&rsquo;analyse.<\/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-3320333 elementor-widget elementor-widget-heading\" data-id=\"3320333\" 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 interdisciplinaire\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72e6115 elementor-widget elementor-widget-text-editor\" data-id=\"72e6115\" 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 travaille en \u00e9troite collaboration avec d&rsquo;autres \u00e9quipes, notamment les <\/span><b>data engineers<\/b><span style=\"font-weight: 400;\">, les <\/span><b>analystes m\u00e9tiers<\/b><span style=\"font-weight: 400;\"> et les <\/span><b>chefs de projet<\/b><span style=\"font-weight: 400;\">, pour s&rsquo;assurer que les solutions de data science sont bien int\u00e9gr\u00e9es dans l&rsquo;ensemble des processus de l&rsquo;entreprise.<\/span><\/p><p><span style=\"font-weight: 400;\">Ces responsabilit\u00e9s montrent l&rsquo;importance et la diversit\u00e9 des t\u00e2ches que doit accomplir un data scientist pour maximiser la valeur des donn\u00e9es dans une organisation moderne.<\/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-7ccc473 elementor-widget elementor-widget-image\" data-id=\"7ccc473\" 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=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2149173768-1024x683.jpg\" class=\"attachment-large size-large wp-image-245171\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2149173768-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2149173768-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2149173768-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2149173768.jpg 1500w\" 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-041db53 elementor-widget elementor-widget-heading\" data-id=\"041db53\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef49d77 elementor-widget elementor-widget-text-editor\" data-id=\"ef49d77\" 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 scientist doit poss\u00e9der un ensemble de comp\u00e9tences techniques et de qualit\u00e9s personnelles pour r\u00e9ussir dans ce <\/span><b>domaine en pleine expansion<\/b><span style=\"font-weight: 400;\">. Voici un aper\u00e7u des comp\u00e9tences et qualit\u00e9s indispensables :<\/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-e90ee4c elementor-widget elementor-widget-heading\" data-id=\"e90ee4c\" 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-68ffb5f elementor-widget elementor-widget-text-editor\" data-id=\"68ffb5f\" 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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Analyse des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> : Capacit\u00e9 \u00e0 collecter, nettoyer, et interpr\u00e9ter de grands volumes de donn\u00e9es pour en extraire des insights exploitables.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Programmation<\/b><span style=\"font-weight: 400;\"> : Ma\u00eetrise des langages de programmation comme <\/span><b>Python<\/b><span style=\"font-weight: 400;\">, <\/span><b>R<\/b><span style=\"font-weight: 400;\">, et <\/span><b>SAS<\/b><span style=\"font-weight: 400;\"> pour d\u00e9velopper des mod\u00e8les d&rsquo;analyse de donn\u00e9es.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Statistiques et math\u00e9matiques<\/b><span style=\"font-weight: 400;\"> : Connaissances approfondies en statistiques, alg\u00e8bre lin\u00e9aire, et calcul diff\u00e9rentiel pour appliquer des techniques analytiques complexes.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Machine Learning<\/b><span style=\"font-weight: 400;\"> : Expertise dans les techniques de machine learning et d&rsquo;intelligence artificielle pour d\u00e9velopper des mod\u00e8les pr\u00e9dictifs et prescriptifs.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Base de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> : Comp\u00e9tence en gestion de bases de donn\u00e9es SQL et NoSQL pour structurer et interroger des ensembles de donn\u00e9es vari\u00e9s.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Visualisation des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> : Aptitude \u00e0 cr\u00e9er des visualisations claires et informatives \u00e0 l&rsquo;aide d&rsquo;outils comme <\/span><b>Tableau<\/b><span style=\"font-weight: 400;\">, <\/span><b>Power BI<\/b><span style=\"font-weight: 400;\"> ou <\/span><b>Matplotlib<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Big Data<\/b><span style=\"font-weight: 400;\"> : Familiarit\u00e9 avec les technologies <\/span><a href=\"https:\/\/datascientest.com\/big-data-tout-savoir\"><span style=\"font-weight: 400;\">Big Data<\/span><\/a><span style=\"font-weight: 400;\"> telles que <\/span><b>Apache Hadoop<\/b><span style=\"font-weight: 400;\">, <\/span><b>Spark<\/b><span style=\"font-weight: 400;\">, et <\/span><b>Map Reduce<\/b><span style=\"font-weight: 400;\"> pour traiter de grandes quantit\u00e9s de donn\u00e9es.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Gestion de projets<\/b><span style=\"font-weight: 400;\"> : Capacit\u00e9 \u00e0 planifier, g\u00e9rer, et ex\u00e9cuter des projets analytiques de bout en bout.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Veille technologique<\/b><span style=\"font-weight: 400;\"> : Capacit\u00e9 \u00e0 rester inform\u00e9 des derni\u00e8res avanc\u00e9es technologiques et des nouvelles m\u00e9thodologies dans le domaine de la data science.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20cf233 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"20cf233\" 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\">Se former chez DataScientest<\/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-72a52b1 elementor-widget elementor-widget-heading\" data-id=\"72a52b1\" 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-6685b4a elementor-widget elementor-widget-text-editor\" data-id=\"6685b4a\" 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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Curiosit\u00e9 intellectuelle<\/b><span style=\"font-weight: 400;\"> : Envie constante d&rsquo;apprendre et de d\u00e9couvrir de nouvelles techniques et outils analytiques.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Esprit analytique<\/b><span style=\"font-weight: 400;\"> : Capacit\u00e9 \u00e0 aborder des probl\u00e8mes complexes de mani\u00e8re structur\u00e9e et \u00e0 proposer des solutions innovantes.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Rigueur<\/b><span style=\"font-weight: 400;\"> : Attention aux d\u00e9tails et pr\u00e9cision dans l&rsquo;ex\u00e9cution des t\u00e2ches analytiques.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Communication<\/b><span style=\"font-weight: 400;\"> : Aptitude \u00e0 expliquer des concepts techniques complexes de mani\u00e8re claire et accessible \u00e0 des non-sp\u00e9cialistes.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Adaptabilit\u00e9<\/b><span style=\"font-weight: 400;\"> : Capacit\u00e9 \u00e0 s&rsquo;ajuster rapidement aux nouvelles technologies et aux changements de l&rsquo;environnement de travail.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Travail en \u00e9quipe<\/b><span style=\"font-weight: 400;\"> : Collaboration efficace avec les autres d\u00e9partements et \u00e9quipes de l\u2019entreprise pour atteindre des objectifs communs.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u00c9thique professionnelle<\/b><span style=\"font-weight: 400;\"> : Int\u00e9grit\u00e9 et respect des r\u00e8gles de confidentialit\u00e9 et des standards \u00e9thiques dans l&rsquo;utilisation des donn\u00e9es.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb518f0 elementor-widget elementor-widget-image\" data-id=\"cb518f0\" 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=\"450\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/73482-1-1024x576.jpg\" class=\"attachment-large size-large wp-image-245169\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/73482-1-1024x576.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/73482-1-300x169.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/73482-1-768x432.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/73482-1.jpg 1500w\" 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-e2ddd4c elementor-widget elementor-widget-heading\" data-id=\"e2ddd4c\" 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 data scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc2db72 elementor-widget elementor-widget-heading\" data-id=\"dc2db72\" 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-f620bff elementor-widget elementor-widget-text-editor\" data-id=\"f620bff\" 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 <\/span><b>data scientist<\/b><span style=\"font-weight: 400;\">, il est g\u00e9n\u00e9ralement n\u00e9cessaire d&rsquo;atteindre un niveau <\/span><b>Bac+5<\/b><span style=\"font-weight: 400;\">. Les candidats doivent suivre des cursus en <\/span><a href=\"https:\/\/datascientest.com\/top-10-des-pre-requis-mathematiques-importants-en-data-science\"><span style=\"font-weight: 400;\">math\u00e9matiques appliqu\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">, informatique, statistiques, ou data science. Ce niveau d&rsquo;\u00e9tude permet d&rsquo;acqu\u00e9rir les comp\u00e9tences techniques indispensables pour analyser et interpr\u00e9ter de grands ensembles 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-f10218a elementor-widget elementor-widget-heading\" data-id=\"f10218a\" 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-09fdf95 elementor-widget elementor-widget-text-editor\" data-id=\"09fdf95\" 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 plusieurs parcours acad\u00e9miques pour acc\u00e9der au m\u00e9tier de data scientist :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bac +3 :<\/b><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Licence en informatique<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Licence en math\u00e9matiques appliqu\u00e9es<\/span><\/li><\/ul><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bac +5 :<\/b><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Master en informatique parcours data science<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Master en math\u00e9matiques appliqu\u00e9es et statistiques<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Dipl\u00f4me d&rsquo;ing\u00e9nieur avec sp\u00e9cialisation en Big Data ou data science<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">MSc en data science<\/span><\/li><\/ul><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bac +6 :<\/b><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">MS Data Science<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">MS Big Data : analyse, management et valorisation responsable<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Doctorat en informatique, math\u00e9matiques ou statistiques<\/span><\/li><\/ul><\/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-08bcb7d elementor-widget elementor-widget-heading\" data-id=\"08bcb7d\" 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\">Certifications professionnelles\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-758e7c8 elementor-widget elementor-widget-text-editor\" data-id=\"758e7c8\" 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 renforcer leur expertise et leur cr\u00e9dibilit\u00e9, les data scientists peuvent \u00e9galement obtenir des certifications reconnues telles que :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Certified Data Scientist (CDS)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cloudera Certified Data Scientist (CCDS)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">IBM Data Science Professional Certificate<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Professional Data Engineer<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Certified: Azure Data Scientist Associate<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4be18b8 elementor-widget elementor-widget-heading\" data-id=\"4be18b8\" 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 continues et bootcamps\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48b9a45 elementor-widget elementor-widget-text-editor\" data-id=\"48b9a45\" 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 professionnels souhaitant se <\/span><b>reconvertir <\/b><span style=\"font-weight: 400;\">ou <\/span><b>am\u00e9liorer leurs comp\u00e9tences <\/b><span style=\"font-weight: 400;\">peuvent suivre des formations continues ou des <\/span><a href=\"https:\/\/datascientest.com\/definition-bootcamp\"><span style=\"font-weight: 400;\">bootcamps intensifs<\/span><\/a><span style=\"font-weight: 400;\"> en data science. Ces programmes permettent d&rsquo;acqu\u00e9rir rapidement des comp\u00e9tences pratiques et de <\/span><b>se tenir \u00e0 jour<\/b><span style=\"font-weight: 400;\"> avec les derni\u00e8res avanc\u00e9es technologiques. Ils offrent souvent une formation acc\u00e9l\u00e9r\u00e9e et pratique, id\u00e9ale pour ceux qui souhaitent entrer rapidement dans le domaine.<\/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-51cdbe9 elementor-widget elementor-widget-image\" data-id=\"51cdbe9\" 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=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2151003698-1024x683.jpg\" class=\"attachment-large size-large wp-image-245173\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2151003698-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2151003698-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2151003698-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/2151003698.jpg 1500w\" 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-888e83f elementor-widget elementor-widget-heading\" data-id=\"888e83f\" 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\">Rejoignez la formation data scientist de DataScientest\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-542532a elementor-widget elementor-widget-text-editor\" data-id=\"542532a\" 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;\">DataScientest propose une flexibilit\u00e9 optimale avec des options de formation en ligne continue ou en <\/span><b>bootcamp intensif<\/b><span style=\"font-weight: 400;\">, adapt\u00e9es \u00e0 votre emploi du temps. Gr\u00e2ce aux divers financements disponibles, y compris le <\/span><a href=\"https:\/\/datascientest.com\/cpf-definition-utlisation\"><span style=\"font-weight: 400;\">CPF<\/span><\/a><span style=\"font-weight: 400;\"> et d&rsquo;autres aides publiques, nos formations sont accessibles \u00e0 tous. Nos programmes \u00ab\u00a0<\/span><b>learning by doing<\/b><span style=\"font-weight: 400;\">\u00a0\u00bb garantissent une pratique intensive avec des projets r\u00e9els et l&rsquo;utilisation de technologies de pointe, vous permettant d&rsquo;appliquer concr\u00e8tement ce que vous apprenez.<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, vous obtenez des <\/span><b>certifications professionnelles reconnues<\/b><span style=\"font-weight: 400;\">, augmentant ainsi votre employabilit\u00e9. Chaque \u00e9tudiant b\u00e9n\u00e9ficie d&rsquo;un accompagnement personnalis\u00e9 et de <\/span><b>conseils de carri\u00e8re<\/b><span style=\"font-weight: 400;\"> pour assurer une r\u00e9ussite acad\u00e9mique et professionnelle. En choisissant DataScientest, vous optez pour une solution qui r\u00e9pond sp\u00e9cifiquement aux besoins des professionnels modernes, vous permettant de vous <\/span><b>sp\u00e9cialiser rapidement<\/b><span style=\"font-weight: 400;\"> et efficacement en tant que data scientist.<\/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-90ab7d6 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"90ab7d6\" 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\/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\">En savoir plus sur nos formations<\/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-3f25af7 elementor-widget elementor-widget-heading\" data-id=\"3f25af7\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c32fba4 elementor-widget elementor-widget-text-editor\" data-id=\"c32fba4\" 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 <\/span><a href=\"https:\/\/datascientest.com\/salaire-data-scientist\"><span style=\"font-weight: 400;\">salaire d&rsquo;un data scientist<\/span><\/a><span style=\"font-weight: 400;\"> peut <\/span><b>varier en fonction de plusieurs facteurs<\/b><span style=\"font-weight: 400;\"> tels que l&rsquo;exp\u00e9rience, le niveau de comp\u00e9tence, et le secteur d&rsquo;activit\u00e9. Voici une grille des salaires 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-0c59123 elementor-widget elementor-widget-heading\" data-id=\"0c59123\" 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-d8b7402 elementor-widget elementor-widget-html\" data-id=\"d8b7402\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div>\r\n  <table style=\"width: 100%; border-collapse: collapse; margin: 20px 0;\">\r\n    <thead>\r\n      <tr style=\"background-color: #f2f2f2;\">\r\n        <th style=\"border: 1px solid #dddddd; text-align: left; padding: 8px;\">Niveau d'exp\u00e9rience<\/th>\r\n        <th style=\"border: 1px solid #dddddd; text-align: left; padding: 8px;\">Salaire mensuel brut (\u20ac)<\/th>\r\n        <th style=\"border: 1px solid #dddddd; text-align: left; padding: 8px;\">Salaire annuel brut (USD)<\/th>\r\n      <\/tr>\r\n    <\/thead>\r\n    <tbody>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">D\u00e9butant<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">3 000 - 3 300<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">80 000 - 100 000<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Interm\u00e9diaire (5-10 ans d'exp\u00e9rience)<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">3 750 - 5 800<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">100 000 - 130 000<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Senior (10+ ans d'exp\u00e9rience)<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">5 800 - 8 000<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">130 000 - 160 000<\/td>\r\n      <\/tr>\r\n      <tr>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">Freelance (tarif journalier)<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">600 \u20ac par jour<\/td>\r\n        <td style=\"border: 1px solid #dddddd; padding: 8px;\">-<\/td>\r\n      <\/tr>\r\n    <\/tbody>\r\n  <\/table>\r\n<\/div>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-630f201 elementor-widget elementor-widget-text-editor\" data-id=\"630f201\" 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;\">Ce m\u00e9tier offre une <\/span><b>r\u00e9mun\u00e9ration attractive<\/b><span style=\"font-weight: 400;\"> qui \u00e9volue rapidement avec l&rsquo;exp\u00e9rience et les comp\u00e9tences. Les perspectives salariales sont d&rsquo;autant plus int\u00e9ressantes dans un march\u00e9 o\u00f9 la demande pour des experts en data science est en constante augmentation.<\/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-bfbd851 elementor-widget elementor-widget-heading\" data-id=\"bfbd851\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ff354c elementor-widget elementor-widget-text-editor\" data-id=\"1ff354c\" 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 scientists sont <\/span><b>tr\u00e8s recherch\u00e9s dans divers secteurs<\/b><span style=\"font-weight: 400;\"> d&rsquo;activit\u00e9 en raison de l&rsquo;importance croissante des donn\u00e9es dans la prise de d\u00e9cision strat\u00e9gique. Voici les principaux types d&rsquo;organisations qui recrutent des data scientists :<\/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-8c2758e elementor-widget elementor-widget-heading\" data-id=\"8c2758e\" 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-1f4fa07 elementor-widget elementor-widget-text-editor\" data-id=\"1f4fa07\" 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><b>Grandes entreprises et multinationales<\/b><span style=\"font-weight: 400;\"> : Les grandes entreprises, notamment celles du secteur de la finance, des t\u00e9l\u00e9communications, de la sant\u00e9 et de l&rsquo;industrie, ont des besoins importants en data science pour analyser leurs vastes ensembles de donn\u00e9es et optimiser leurs op\u00e9rations.<\/span><\/p><p><b>Soci\u00e9t\u00e9s de conseil et cabinets d&rsquo;audit<\/b><span style=\"font-weight: 400;\"> : Des entreprises comme Capgemini, Deloitte, Accenture et KPMG recrutent r\u00e9guli\u00e8rement des data scientists pour fournir des services sp\u00e9cialis\u00e9s en analyse de donn\u00e9es \u00e0 leurs clients.<\/span><\/p><p><b>Entreprises technologiques<\/b><span style=\"font-weight: 400;\"> : Les entreprises de la tech, y compris les start-ups sp\u00e9cialis\u00e9es en Big Data, ont besoin de data scientists pour d\u00e9velopper des produits bas\u00e9s sur les donn\u00e9es et am\u00e9liorer leurs services gr\u00e2ce \u00e0 l&rsquo;analyse 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-cd0d144 elementor-widget elementor-widget-heading\" data-id=\"cd0d144\" 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-33a4017 elementor-widget elementor-widget-text-editor\" data-id=\"33a4017\" 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><b>Gouvernements et agences nationales<\/b><span style=\"font-weight: 400;\"> : Les gouvernements et les agences publiques recrutent des data scientists pour analyser des donn\u00e9es critiques, optimiser les services publics et informer les politiques gr\u00e2ce aux insights tir\u00e9s des donn\u00e9es.<\/span><\/p><p><b>Institutions publiques<\/b><span style=\"font-weight: 400;\"> : Les institutions telles que les h\u00f4pitaux, les universit\u00e9s et les municipalit\u00e9s n\u00e9cessitent des data scientists pour g\u00e9rer et analyser les donn\u00e9es de mani\u00e8re efficace et am\u00e9liorer la qualit\u00e9 de leurs services.<\/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-ef763df elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"ef763df\" 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 formation 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-5de70f4 elementor-widget elementor-widget-heading\" data-id=\"5de70f4\" 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-e5e538b elementor-widget elementor-widget-text-editor\" data-id=\"e5e538b\" 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><b>Organisations non gouvernementales (ONG)<\/b><span style=\"font-weight: 400;\"> : Les ONG internationales, particuli\u00e8rement celles impliqu\u00e9es dans des projets humanitaires ou de d\u00e9veloppement, emploient des data scientists pour analyser des donn\u00e9es complexes et optimiser leurs interventions.<\/span><\/p><p><b>Organisations intergouvernementales<\/b><span style=\"font-weight: 400;\"> : Des entit\u00e9s comme l&rsquo;Union europ\u00e9enne ou les Nations Unies n\u00e9cessitent des experts en data science pour s\u00e9curiser leurs op\u00e9rations et analyser des donn\u00e9es \u00e0 grande \u00e9chelle afin d&rsquo;informer leurs strat\u00e9gies et d\u00e9cisions.<\/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-06a8d32 elementor-widget elementor-widget-heading\" data-id=\"06a8d32\" 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 et ind\u00e9pendants\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1be2238 elementor-widget elementor-widget-text-editor\" data-id=\"1be2238\" 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 scientists choisissent de travailler en freelance. Cette option leur permet de <\/span><b>s\u00e9lectionner leurs missions et leurs clients<\/b><span style=\"font-weight: 400;\">, offrant ainsi une flexibilit\u00e9 et une diversit\u00e9 de projets. Les freelances peuvent travailler avec des entreprises de toutes tailles et de tous secteurs, en fonction des besoins sp\u00e9cifiques en analyse 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-1277b92 elementor-widget elementor-widget-image\" data-id=\"1277b92\" 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=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/944-1024x683.jpg\" class=\"attachment-large size-large wp-image-245174\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/944-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/944-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/944-768x513.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/944.jpg 1500w\" 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-62369cc elementor-widget elementor-widget-heading\" data-id=\"62369cc\" 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 pour un data scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e01431 elementor-widget elementor-widget-text-editor\" data-id=\"4e01431\" 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 scientists ont de <\/span><b>nombreuses opportunit\u00e9s<\/b><span style=\"font-weight: 400;\"> d&rsquo;\u00e9volution de carri\u00e8re gr\u00e2ce \u00e0 la demande croissante pour les comp\u00e9tences en analyse de donn\u00e9es. Voici quelques-unes des principales voies d&rsquo;\u00e9volution :<\/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-69bec04 elementor-widget elementor-widget-heading\" data-id=\"69bec04\" 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\">Data Scientist Senior\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d852d9c elementor-widget elementor-widget-text-editor\" data-id=\"d852d9c\" 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;\">Apr\u00e8s <\/span><b>quelques ann\u00e9es d&rsquo;exp\u00e9rience<\/b><span style=\"font-weight: 400;\">, un data scientist peut \u00e9voluer vers un poste de Data Scientist Senior. Dans ce r\u00f4le, il g\u00e8re des projets plus complexes, supervise des \u00e9quipes de data scientists juniors et prend des d\u00e9cisions strat\u00e9giques bas\u00e9es sur l&rsquo;analyse 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-34e0fba elementor-widget elementor-widget-heading\" data-id=\"34e0fba\" 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 Scientist\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1db3d59 elementor-widget elementor-widget-text-editor\" data-id=\"1db3d59\" 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 poste de <\/span><a href=\"https:\/\/datascientest.com\/chief-data-scientist-tout-savoir\"><span style=\"font-weight: 400;\">Chief Data Scientist<\/span><\/a><span style=\"font-weight: 400;\"> est une <\/span><b>position de direction<\/b><span style=\"font-weight: 400;\"> o\u00f9 vous \u00eates responsable de la strat\u00e9gie globale de data science de l&rsquo;entreprise. Vous coordonnez les initiatives de data science, supervisez les projets majeurs et veillez \u00e0 l&rsquo;alignement des analyses de donn\u00e9es avec les objectifs strat\u00e9giques 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-20e0a7c elementor-widget elementor-widget-heading\" data-id=\"20e0a7c\" 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 (CDO)\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-226490c elementor-widget elementor-widget-text-editor\" data-id=\"226490c\" 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 tant que <\/span><a href=\"https:\/\/datascientest.com\/chief-data-officer-tout-savoir\"><span style=\"font-weight: 400;\">Chief Data Officer<\/span><\/a><span style=\"font-weight: 400;\">, vous d\u00e9finissez et mettez en \u0153uvre la<\/span><b> politique de gestion des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> de l&rsquo;entreprise. Vous supervisez la collecte, l&rsquo;analyse et l&rsquo;utilisation des donn\u00e9es pour assurer leur qualit\u00e9 et leur conformit\u00e9, et vous travaillez en \u00e9troite collaboration avec les autres d\u00e9partements pour int\u00e9grer les donn\u00e9es dans les processus d\u00e9cisionnels.<\/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-3585d34 elementor-widget elementor-widget-heading\" data-id=\"3585d34\" 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 Data Science\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-838a6fc elementor-widget elementor-widget-text-editor\" data-id=\"838a6fc\" 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;\">Devenir <\/span><a href=\"https:\/\/datascientest.com\/consultant-data-focus-sur-ce-metier\"><span style=\"font-weight: 400;\">consultant en data science<\/span><\/a><span style=\"font-weight: 400;\"> permet de travailler sur une <\/span><b>vari\u00e9t\u00e9 de projets <\/b><span style=\"font-weight: 400;\">pour diff\u00e9rentes entreprises. En tant que consultant, vous pouvez offrir votre expertise pour r\u00e9soudre des probl\u00e8mes sp\u00e9cifiques, mettre en place des solutions de data science et former les \u00e9quipes internes.<\/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-87f46c8 elementor-widget elementor-widget-heading\" data-id=\"87f46c8\" 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-56a20af elementor-widget elementor-widget-text-editor\" data-id=\"56a20af\" 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;\">Travailler en <\/span><b>freelance<\/b><span style=\"font-weight: 400;\"> offre une flexibilit\u00e9 et une diversit\u00e9 de projets. Les data scientists freelances peuvent choisir leurs missions, travailler avec diverses entreprises et augmenter leur potentiel de revenus. Cette voie est id\u00e9ale pour ceux qui recherchent l&rsquo;<\/span><b>autonomie <\/b><span style=\"font-weight: 400;\">et la <\/span><b>vari\u00e9t\u00e9 <\/b><span style=\"font-weight: 400;\">dans leur carri\u00e8re.<\/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-221f534 elementor-widget elementor-widget-heading\" data-id=\"221f534\" 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 Science\n<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1b9cd2 elementor-widget elementor-widget-text-editor\" data-id=\"a1b9cd2\" 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;\">Partager votre expertise en tant que formateur ou<\/span> <span style=\"font-weight: 400;\">enseignant en data science est une autre voie d&rsquo;\u00e9volution de carri\u00e8re. Vous pouvez <\/span><b>former la prochaine g\u00e9n\u00e9ration <\/b><span style=\"font-weight: 400;\">de data scientists, concevoir des programmes de formation et contribuer au d\u00e9veloppement de la discipline en collaborant avec des institutions acad\u00e9miques.<\/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-ad7dc54 elementor-widget elementor-widget-image\" data-id=\"ad7dc54\" 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=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/14242-1024x683.jpg\" class=\"attachment-large size-large wp-image-245175\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/14242-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/14242-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/14242-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/14242.jpg 1500w\" 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-ef14b06 elementor-widget elementor-widget-heading\" data-id=\"ef14b06\" 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 scientist ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3a4014 elementor-widget elementor-widget-text-editor\" data-id=\"e3a4014\" 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 scientist pr\u00e9sente de nombreux avantages, mais \u00e9galement quelques inconv\u00e9nients qu&rsquo;il est important de conna\u00eetre.<\/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-aab560d elementor-widget elementor-widget-heading\" data-id=\"aab560d\" 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-e235628 elementor-widget elementor-widget-text-editor\" data-id=\"e235628\" 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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Demande \u00e9lev\u00e9e :<\/b><span style=\"font-weight: 400;\"> La data science est un secteur en pleine croissance avec une demande constante de professionnels qualifi\u00e9s, offrant de nombreuses opportunit\u00e9s d&#8217;emploi.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>R\u00e9mun\u00e9ration attractive :<\/b><span style=\"font-weight: 400;\"> Les salaires dans ce domaine sont comp\u00e9titifs, avec des possibilit\u00e9s d&rsquo;augmentation significative avec l&rsquo;exp\u00e9rience et l&rsquo;expertise.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Diversit\u00e9 des missions :<\/b><span style=\"font-weight: 400;\"> Les data scientists travaillent sur une vari\u00e9t\u00e9 de projets dans diff\u00e9rents secteurs, offrant une richesse d&rsquo;exp\u00e9rience et d&rsquo;apprentissage.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Impact significatif :<\/b><span style=\"font-weight: 400;\"> Contribuer \u00e0 la prise de d\u00e9cisions strat\u00e9giques et \u00e0 l&rsquo;optimisation des processus gr\u00e2ce \u00e0 l&rsquo;analyse des donn\u00e9es est un travail gratifiant et crucial pour les entreprises.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Possibilit\u00e9s de carri\u00e8re :<\/b><span> De nombreuses opportunit\u00e9s d&rsquo;\u00e9volution de carri\u00e8re vers des postes de responsabilit\u00e9 ou sp\u00e9cialis\u00e9s, tels que Chief Data Scientist ou Chief Data Officer.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53665ac elementor-widget elementor-widget-heading\" data-id=\"53665ac\" 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-10eccf2 elementor-widget elementor-widget-text-editor\" data-id=\"10eccf2\" 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<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Veille technologique constante :<\/b><span style=\"font-weight: 400;\"> Il est n\u00e9cessaire de rester constamment \u00e0 jour avec les derni\u00e8res techniques et outils en data science, ce qui peut \u00eatre exigeant.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Complexit\u00e9 des probl\u00e8mes :<\/b><span style=\"font-weight: 400;\"> Les data scientists doivent souvent r\u00e9soudre des probl\u00e8mes tr\u00e8s complexes et techniques, n\u00e9cessitant des comp\u00e9tences approfondies et de la patience.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Charge de travail \u00e9lev\u00e9e :<\/b><span style=\"font-weight: 400;\"> Les projets de data science peuvent \u00eatre intensifs, avec des d\u00e9lais serr\u00e9s et des attentes \u00e9lev\u00e9es de la part des entreprises.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u00c9volution rapide :<\/b><span style=\"font-weight: 400;\"> Le domaine de la data science \u00e9volue rapidement, ce qui peut n\u00e9cessiter une formation continue et une adaptation constante.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Devenir data scientist est une opportunit\u00e9 passionnante pour ceux qui <\/span><b>aiment les d\u00e9fis techniques<\/b><span style=\"font-weight: 400;\"> et l&rsquo;analyse de donn\u00e9es. Ce m\u00e9tier offre non seulement des perspectives de carri\u00e8re attractives mais aussi la possibilit\u00e9 de jouer un r\u00f4le crucial dans la <\/span><b>transformation digitale <\/b><span style=\"font-weight: 400;\">des entreprises.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bab944 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"1bab944\" 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-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir la formation de Data Scientist<\/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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-74f1589 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74f1589\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c740b16\" data-id=\"c740b16\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-04223e7 elementor-widget elementor-widget-html\" data-id=\"04223e7\" 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 scientist ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Un data scientist est un expert qui aide les entreprises \u00e0 exploiter le potentiel de leurs donn\u00e9es pour prendre des d\u00e9cisions strat\u00e9giques. Il collecte, organise, analyse et interpr\u00e8te des ensembles de donn\u00e9es pour fournir des insights pr\u00e9cieux. Le data scientist utilise des outils et technologies comme Apache Hadoop, Spark, Python, R et SAS.\"\r\n      }\r\n    }, {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Quelles sont les missions d'un data scientist ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Les missions d'un data scientist incluent la collecte et la structuration des donn\u00e9es, le nettoyage et la pr\u00e9paration des donn\u00e9es, le d\u00e9veloppement de mod\u00e8les statistiques et d'algorithmes, ainsi que la cr\u00e9ation de visualisations de donn\u00e9es sous forme de rapports, graphiques et tableaux. Ces analyses aident \u00e0 optimiser les op\u00e9rations de l'entreprise.\"\r\n      }\r\n    }, {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Quelles sont les comp\u00e9tences et qualit\u00e9s d'un data scientist ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Un data scientist doit poss\u00e9der des comp\u00e9tences techniques en analyse des donn\u00e9es, programmation, statistiques, machine learning, gestion de bases de donn\u00e9es, et visualisation des donn\u00e9es. Les qualit\u00e9s personnelles incluent la curiosit\u00e9 intellectuelle, l'esprit analytique, la rigueur, la communication, l'adaptabilit\u00e9 et l'\u00e9thique professionnelle.\"\r\n      }\r\n    }, {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Quels sont les avantages et inconv\u00e9nients du m\u00e9tier de data scientist ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Les avantages du m\u00e9tier de data scientist incluent une demande \u00e9lev\u00e9e, une r\u00e9mun\u00e9ration attractive, une diversit\u00e9 des missions, un impact significatif et de nombreuses possibilit\u00e9s de carri\u00e8re. Les inconv\u00e9nients comprennent la n\u00e9cessit\u00e9 d'une veille technologique constante, la complexit\u00e9 des probl\u00e8mes, une charge de travail \u00e9lev\u00e9e et une \u00e9volution rapide du domaine.\"\r\n      }\r\n    }]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-259a253 e-flex e-con-boxed e-con\" data-id=\"259a253\" 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\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>Table des mati\u00e8res Crit\u00e8res Informations Niveau d&rsquo;\u00e9tudes Bac +5 en math\u00e9matiques appliqu\u00e9es, informatique, ou data science Bac conseill\u00e9 Scientifique Employabilit\u00e9 Tr\u00e8s bonne Salaire d\u00e9butant 3 000 \u00e0 3 300 \u20ac Salaire confirm\u00e9 3 750 \u00e0 5 800 \u20ac Mobilit\u00e9 Bonne Comp\u00e9tences cl\u00e9s Analyse de donn\u00e9es, programmation, machine learning, mod\u00e9lisation statistique Qualit\u00e9s requises Curiosit\u00e9, esprit analytique, [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":209902,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Scientist : Tout ce qu&#039;il faut savoir sur ce m\u00e9tier<\/title>\n<meta name=\"description\" content=\"Mission, formations, salaire, opportunit\u00e9s d&#039;\u00e9volution... 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