{"id":31228,"date":"2020-07-01T22:09:50","date_gmt":"2020-07-01T20:09:50","guid":{"rendered":"https:\/\/www.inovallee.com\/?p=31228"},"modified":"2020-07-01T23:38:11","modified_gmt":"2020-07-01T21:38:11","slug":"data-scientist","status":"publish","type":"post","link":"https:\/\/www.inovallee.com\/en\/data-scientist\/","title":{"rendered":"Data scientist"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"31228\" class=\"elementor elementor-31228\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6e5a193 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e5a193\" data-element_type=\"section\" data-e-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-239f84a\" data-id=\"239f84a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f90e10 elementor-widget elementor-widget-text-editor\" data-id=\"4f90e10\" data-element_type=\"widget\" data-e-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\t\t<p>Charg\u00e9 de la gestion, de l&rsquo;analyse et de l&rsquo;exploitation des donn\u00e9es massives au sein d&rsquo;une entreprise, le Data Scientist est l&rsquo;\u00e9volution du Data Analyst \u00e0 l&rsquo;\u00e8re du Big Data. Le Data scientist est de plus en plus demand\u00e9 en entreprise\u00a0: son r\u00f4le est de collecter et d&rsquo;analyser des donn\u00e9es en masse\u00a0pour aider l&rsquo;entreprise ou les clients \u00e0 la prise de d\u00e9cision. Il s&rsquo;agit d&rsquo;\u00eatre le plus efficace possible dans un \u00e9tat d&rsquo;esprit data-driven.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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-7acc505 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7acc505\" data-element_type=\"section\" data-e-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-ad0695a\" data-id=\"ad0695a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9d272df elementor-widget elementor-widget-heading\" data-id=\"9d272df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comp\u00e9tences techniques<\/h2>\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<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-72ea50c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"72ea50c\" data-element_type=\"section\" data-e-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-f0d73b5\" data-id=\"f0d73b5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18bd21b elementor-widget elementor-widget-text-editor\" data-id=\"18bd21b\" data-element_type=\"widget\" data-e-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\t\t<p>Les outils sont en pleine \u00e9volution, donc le plus important pour les comp\u00e9tences techniques est de valider la bonne connaissance en m\u00e9thode de machine learning et la capacit\u00e9 \u00e0 apprendre de nouveaux outils.<\/p><ul><li><strong>Logiciel d&rsquo;analyse des donn\u00e9es\u00a0<\/strong>: SAS ou R<\/li><li><strong>Langage de programmation<\/strong> : Python, Java, Perl, C++, Pig, Hive, Matlab, Julia, C&#8230;<\/li><li><strong>M\u00e9thodes de machine learning<\/strong> : for\u00eats d&rsquo;arbre d\u00e9cisionnels, K plus proches voisins (KNN), ou m\u00e9thodes d&rsquo;ensembles, Scikit Learn<\/li><li><strong>Calculs statistiques<\/strong> : alg\u00e8bre lin\u00e9aire,\u00a0etc.<\/li><li><strong>Mod\u00e9lisation<\/strong> : UML, MERISE<\/li><li><strong>Plateforme de big data<\/strong> : hadoop, Apache Spark&#8230;\u00a0<\/li><li><strong>Bases de donn\u00e9es :<\/strong>\u00a0MongoDB, Cassandra, Redis,\u00a0Postgr\u00e8s, SQL, NoSQL, Hortonworks<\/li><li><strong>Visualisation des donn\u00e9es<\/strong> : ElasticSearch \/ Kibana<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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-3a70c20 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3a70c20\" data-element_type=\"section\" data-e-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-5e48fbb\" data-id=\"5e48fbb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-495c979 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"495c979\" data-element_type=\"section\" data-e-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-50 elementor-inner-column elementor-element elementor-element-0c669cc\" data-id=\"0c669cc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0242305 elementor-widget elementor-widget-heading\" data-id=\"0242305\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mission<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e4a193 elementor-widget elementor-widget-text-editor\" data-id=\"8e4a193\" data-element_type=\"widget\" data-e-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\t\t<p>Ces sp\u00e9cialistes des chiffres, des statistiques et des programmes informatiques traitent les donn\u00e9es d&rsquo;une entreprise pour en extraire les informations susceptibles de l&rsquo;aider dans sa prise de d\u00e9cisions. A l&rsquo;inverse du data scientist, qui a une vision transverse, le data analyst prend en charge un type de donn\u00e9es sp\u00e9cifique. Parmi ses missions principales, le Data Scientist doit g\u00e9rer les sources de donn\u00e9es, exploiter les informations et acc\u00e9l\u00e9rer les temps de traitements.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b5a343a\" data-id=\"b5a343a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-739302e elementor-widget elementor-widget-image\" data-id=\"739302e\" data-element_type=\"widget\" data-e-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\" src=\"https:\/\/www.inovallee.com\/wp-content\/uploads\/2020\/07\/Freepik_15846-700x700.jpg\" title=\"Analytics Comparison Information Networking Concept\" alt=\"Analytics Comparison Information Networking Concept\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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-d776494 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d776494\" data-element_type=\"section\" data-e-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-a178aee\" data-id=\"a178aee\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de214be elementor-widget elementor-widget-heading\" data-id=\"de214be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Soft skills<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72c9d3f elementor-widget elementor-widget-text-editor\" data-id=\"72c9d3f\" data-element_type=\"widget\" data-e-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\t\t<p>Le m\u00e9tier de Data Scientist est passionnant. Cependant, il s\u2019agit \u00e9galement d\u2019un poste \u00e0 haute responsabilit\u00e9, qui n\u00e9cessite des <strong>pr\u00e9dispositions naturelles<\/strong> et une <strong>\u00e9ducation de haut niveau<\/strong>. \u00c0 l\u2019heure actuelle, 88% des Data Scientists sont dipl\u00f4m\u00e9s au minimum d\u2019un master et 46% d\u2019entre eux sont titulaires d\u2019un doctorat.\u00a0Cette \u00e9ducation scolaire semble n\u00e9cessaire pour d\u00e9veloppe le niveau de connaissance suffisant \u00e0 l\u2019exercice de ce m\u00e9tier.<\/p><p>Pour devenir Data Scientist, il est indispensable de savoir g\u00e9rer des donn\u00e9es non structur\u00e9es en provenance des r\u00e9seaux sociaux, ou encore des flux vid\u00e9o ou audio. Ces donn\u00e9es sont le principal d\u00e9fi du Big Data. Au sein d\u2019une petite entreprise peu accoutum\u00e9e \u00e0 la science des donn\u00e9es, un Data Scientist doit avoir des <strong>comp\u00e9tences d\u2019ing\u00e9nieur logiciel<\/strong>. Celles-ci lui permettront notamment de prendre en charge le d\u00e9veloppement d\u2019un produit dirig\u00e9 par les donn\u00e9es ou le data logging.<\/p><p>La <strong>curiosit\u00e9 intellectuelle<\/strong> est indispensable pour d\u00e9celer les donn\u00e9es les plus int\u00e9ressantes et exploitables au sein d\u2019un gigantesque volume de data. Pour mener \u00e0 bien le travail de Data Scientist, il est n\u00e9cessaire d\u2019<strong>\u00eatre cr\u00e9atif <\/strong>et de poser ses propres questions plut\u00f4t que de simplement r\u00e9pondre \u00e0 celles habituellement pos\u00e9es.<\/p><p>Pour parvenir \u00e0 exploiter le Big Data d\u2019une entreprise, il est indispensable de comprendre les probl\u00e8mes \u00e0 r\u00e9soudre et les nouvelles possibilit\u00e9s que les donn\u00e9es peuvent offrir. C\u2019est pourquoi le Data Scientist doit <strong>comprendre le monde de l\u2019entreprise<\/strong> en g\u00e9n\u00e9ral et l\u2019industrie \u00e0 laquelle il est affili\u00e9 plus particuli\u00e8rement.<\/p><p>Int\u00e9gr\u00e9 au sein de l\u2019entreprise, le Data Scientist doit \u00eatre dot\u00e9 de bonnes capacit\u00e9s de <strong>communication<\/strong>, car il doit imp\u00e9rativement \u00eatre en mesure de communiquer ses d\u00e9couvertes techniques aux autres employ\u00e9s, des p\u00f4les marketing ou commerciaux par exemple. Son r\u00f4le est d\u2019aider les d\u00e9cideurs \u00e0 prendre les bonnes d\u00e9cisions, en leur fournissant les informations n\u00e9cessaires.<\/p><p>Il doit \u00e9galement comprendre les probl\u00e8mes des autres \u00e9quipes et les aider \u00e0 relever ces d\u00e9fis gr\u00e2ce \u00e0 l\u2019analyse des donn\u00e9es.\u00a0Pour ce faire, il est \u00e9galement important de ma\u00eetriser les outils de visualisation de donn\u00e9es tels que ggplot ou d3.js.<\/p><p>Voir les <a href=\"https:\/\/www.inovallee.com\/en\/chercheurs-emploi-inovallee\/\">offres d\u2019emplois sur inovall\u00e9e<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Charg\u00e9 de la gestion, de l&rsquo;analyse et de l&rsquo;exploitation des donn\u00e9es massives au sein d&rsquo;une entreprise, le Data Scientist est l&rsquo;\u00e9volution du Data Analyst \u00e0 l&rsquo;\u00e8re du Big Data. Le Data scientist est de plus en plus demand\u00e9 en entreprise\u00a0: son r\u00f4le est de collecter et d&rsquo;analyser des donn\u00e9es en masse\u00a0pour aider l&rsquo;entreprise ou les [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":28935,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[209],"tags":[],"class_list":["post-31228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fiches-metier"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data scientist - inovall\u00e9e, technopole de l&#039;innovation durable<\/title>\n<meta name=\"description\" content=\"Le Data Scientist est charg\u00e9 de la gestion, de l&#039;analyse et de l&#039;exploitation des donn\u00e9es massives au sein d&#039;une entreprise.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inovallee.com\/en\/data-scientist\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data scientist - 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