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devenir Data Scientist ? Tendances, comp\u00e9tences, missions, formations, salaire pour une carri\u00e8re de Data Scientist","_yoast_wpseo_title":"Data Scientist - Fiche M\u00e9tier - Missions, Comp\u00e9tences, Formations et Salaire | Le Wagon","contenu_de_larticle":"<div class=\"row\">\r\n<div class=\"col-12 col-lg-8 container-content\">\r\n<h2>Qu\u2019est-ce que la Data Science ?<\/h2>\r\nLa Data Science consiste \u00e0 <strong>transformer des donn\u00e9es brutes en informations intelligibles et exploitables<\/strong> pour une entreprise.\r\n\r\nLe d\u00e9veloppement de la Data Science r\u00e9pond \u00e0 l\u2019augmentation exponentielle de donn\u00e9es disponibles. En effet, la digitalisation des \u00e9conomies a entra\u00een\u00e9 une hausse spectaculaire du volume total d\u2019informations stock\u00e9es dans les syst\u00e8mes informatiques du monde entier (big data). En 2018, les experts pr\u00e9voyaient que ce volume de donn\u00e9es serait encore multipli\u00e9 par 5 entre 2018 et 2025 !\r\n\r\nAujourd\u2019hui, les donn\u00e9es sont omnipr\u00e9sentes. Les entreprises collectent quotidiennement des donn\u00e9es sur leurs prospects, leurs clients, leur march\u00e9, leurs concurrents\u2026 Mais, au-del\u00e0 de la collecte, le v\u00e9ritable enjeu consiste \u00e0 trouver les moyens de faire une <strong>utilisation intelligente et optimale de la data<\/strong>.\r\n\r\nEn effet, il faut bien comprendre que la plupart des donn\u00e9es existantes ne sont pas exploitables en l\u2019\u00e9tat. Les donn\u00e9es sont des \u00e9l\u00e9ments bruts. Or, les donn\u00e9es brutes n\u2019ont aucune valeur \u201cbusiness\u201d. Elles n\u00e9cessitent un traitement informatique pour leur donner du sens et les transformer en informations utilisables pour le marketing, les commerciaux, les services clients\u2026\r\n\r\nLa Data Science couvre tout le parcours de la donn\u00e9e dans l\u2019entreprise. Elle se d\u00e9cline en 5 grandes phases :\r\n<ul>\r\n \t<li>La collecte : cette \u00e9tape consiste \u00e0 aller chercher la donn\u00e9e \u00e0 diff\u00e9rents points de contact<\/li>\r\n \t<li>La conservation : cette phase consiste \u00e0 nettoyer et \u00e0 stocker les donn\u00e9es<\/li>\r\n \t<li>Le traitement : il s\u2019agit ici de classer les donn\u00e9es, de les mod\u00e9liser et de les synth\u00e9tiser<\/li>\r\n \t<li>L\u2019analyse : cette \u00e9tape consiste \u00e0 \u00e9tudier et \u00e0 faire parler les donn\u00e9es, \u00e0 d\u00e9tecter des sch\u00e9mas r\u00e9currentes et \u00e0 produire des pr\u00e9dictions<\/li>\r\n \t<li>La communication : cette derni\u00e8re phase consiste \u00e0 formaliser les r\u00e9sultats de l\u2019analyse sous forme de tableaux de bords ou de visuels pour les communiquer aux managers et collaborateurs concern\u00e9s et les aider dans leur prise de d\u00e9cision<\/li>\r\n<\/ul>\r\n<h2>Les missions du Data Scientist<\/h2>\r\nLe m\u00e9tier du Data Scientist consiste \u00e0 <strong>analyser de mani\u00e8re pointue les donn\u00e9es<\/strong> pour r\u00e9pondre aux probl\u00e9matiques de l\u2019entreprise (en marketing comme en management), accompagner la prise de d\u00e9cisions strat\u00e9giques et optimiser l\u2019exp\u00e9rience client.\r\n\r\nOn peut r\u00e9sumer sa mission en deux grands axes :\r\n<ul>\r\n \t<li>G\u00e9n\u00e9rer de la connaissance gr\u00e2ce aux donn\u00e9es<\/li>\r\n \t<li>Concevoir de nouveaux produits digitaux data-driven<\/li>\r\n<\/ul>\r\n<h3>G\u00e9n\u00e9rer de la connaissance \u00e0 partir des donn\u00e9es<\/h3>\r\nLa premi\u00e8re mission du Data Scientist est d'\u00e9tudier et de <strong>faire parler les donn\u00e9es<\/strong>. \u00c0 partir des donn\u00e9es, il cherche \u00e0 d\u00e9tecter et comprendre des sch\u00e9mas comportementaux complexes ou des tendances. L\u2019id\u00e9e est de faire remonter \u00e0 la surface des informations qui aideront les entreprises \u00e0 prendre des d\u00e9cisions plus avis\u00e9es (en mati\u00e8re de marketing ou m\u00eame de management ...).\r\n\r\nPar exemple, Netflix analyse les donn\u00e9es de visionnage de ses programmes pour comprendre ce qui int\u00e9resse ses utilisateurs. La marque utilise ensuite ces informations pour d\u00e9cider quelles s\u00e9ries originales elle va produire.\r\n\r\nAfin de trouver la r\u00e9ponse \u00e0 une probl\u00e9matique de l\u2019entreprise, le Data Scientist \u00e9labore une hypoth\u00e8se de travail, un projet, puis il suit diff\u00e9rentes pistes. En g\u00e9n\u00e9ral, il commence par explorer et \u00e9tudier les donn\u00e9es. Mais il ne se contente pas d\u2019une <strong>analyse informatique exploratoire<\/strong>. Il utilise aussi des <strong>algorithmes de Machine Learning<\/strong> pour pr\u00e9dire les occurrences d\u2019un \u00e9v\u00e9nement dans le futur. C\u2019est ainsi qu\u2019il aboutit \u00e0 une <strong>mod\u00e9lisation statistique<\/strong> pour r\u00e9pondre \u00e0 la question pos\u00e9e.\r\n\r\nL\u2019objectif de la d\u00e9marche est de passer de donn\u00e9es brutes \u00e0 des <strong>recommandations strat\u00e9giques<\/strong> appuy\u00e9es sur la donn\u00e9e. De ce point de vue, le Data Scientist occupe un emploi de consultant : il aide les parties prenantes de l\u2019entreprise \u00e0 tirer profit de la donn\u00e9e dans leurs prises de d\u00e9cisions pour mener \u00e0 bien chaque projet.\r\n<h3>Concevoir des produits digitaux data-driven<\/h3>\r\nLe Data Scientist est aussi charg\u00e9 de concevoir des produits digitaux \u00e0 partir des donn\u00e9es analys\u00e9es. Il s\u2019agit de produits qui s\u2019appuient sur le traitement des donn\u00e9es pour <strong>g\u00e9n\u00e9rer des r\u00e9sultats de fa\u00e7on algorithmique<\/strong>.\r\n\r\nPar exemple, un moteur de recommandation comme celui d\u2019Amazon fonctionne sur ce principe. Sur la base des donn\u00e9es de l\u2019utilisateur, l\u2019algorithme g\u00e9n\u00e8re une liste de recommandations personnalis\u00e9es.\r\n\r\nIci, il ne s\u2019agit plus seulement de produire du conseil manag\u00e9rial, mais de construire un algorithme informatique pour r\u00e9pondre directement \u00e0 la probl\u00e9matique. Cela implique la cr\u00e9ation de nouveaux algorithmes, mais aussi des tests et le d\u00e9ploiement technique de la solution dans les syst\u00e8mes de production.\r\n\r\nDans ce contexte, les Data Scientists agissent comme des d\u00e9veloppeurs en construisant des outils qui peuvent \u00eatre actionn\u00e9s \u00e0 grande \u00e9chelle.\r\n<h2>Les comp\u00e9tences cl\u00e9s<\/h2>\r\n<h3>Les comp\u00e9tences techniques du Data Scientist<\/h3>\r\nLe m\u00e9tier de Data Scientist demande un certain nombre de comp\u00e9tences techniques :\r\n<ul>\r\n \t<li><strong>Des connaissances en math\u00e9matiques<\/strong> : pour g\u00e9n\u00e9rer des recommandations et construire des produits digitaux \u00e0 partir des donn\u00e9es, il est imp\u00e9ratif d\u2019envisager la donn\u00e9e sous l\u2019angle quantitatif. La plupart des solutions impliquent la cr\u00e9ation de mod\u00e8les analytiques complexes. Elles demandent donc des connaissances avanc\u00e9es en probabilit\u00e9s et en statistiques (variance, variables al\u00e9atoires, th\u00e9or\u00e8me de Bayes...) et en alg\u00e8bre lin\u00e9aire (manipulations matricielles...).<\/li>\r\n \t<li><strong>La programmation<\/strong> : le Data Scientist doit conna\u00eetre un ou plusieurs langages de programmation pour explorer de gros volumes de donn\u00e9es (big data). Python est un des plus courants en Data Science.<\/li>\r\n \t<li><strong>Des notions de Machine Learning<\/strong> : comprendre les grands principes de fonctionnement des algorithmes de Machine Learning est un atout pour exercer un m\u00e9tier en Data Science, en particulier pour la cr\u00e9ation d\u2019un produit data-driven.<\/li>\r\n \t<li><strong>La ma\u00eetrise des requ\u00eates SQL<\/strong> est une comp\u00e9tence importante pour extraire de l'information utile.<\/li>\r\n \t<li><strong>La gestion des donn\u00e9es non structur\u00e9es<\/strong> : le Data Scientist doit comprendre et g\u00e9rer des donn\u00e9es non structur\u00e9es issues de diff\u00e9rents canaux (m\u00e9dias sociaux, flux vid\u00e9o ou audio,\u2026).<\/li>\r\n \t<li><strong>La Data Visualization<\/strong> : le Data Scientist doit aussi communiquer les r\u00e9sultats de son travail de fa\u00e7on claire et efficace.<\/li>\r\n<\/ul>\r\n<h3>Les soft skills indispensables en Data Science<\/h3>\r\nLa Data Science exige une large palette de comp\u00e9tences techniques. Cependant, le m\u00e9tier de Data Scientist ne se limite pas \u00e0 ses aspects techniques ! Il requiert aussi un \u00e9tat d\u2019esprit sp\u00e9cifique et une bonne capacit\u00e9 de communication aupr\u00e8s des parties prenantes de l\u2019entreprise.\r\n\r\nTout d\u2019abord, le Data Scientist doit avoir une <strong>bonne compr\u00e9hension des enjeux business<\/strong> (marketing, management...). Sinon, il ne pourra pas mobiliser ses comp\u00e9tences techniques \u00e0 bon escient. En effet, son r\u00f4le consiste \u00e0 g\u00e9n\u00e9rer, \u00e0 travers les donn\u00e9es, des opportunit\u00e9s d\u2019optimisation. Pour cela, il doit \u00eatre capable de d\u00e9tecter les probl\u00e9matiques \u00e0 r\u00e9soudre.\r\n\r\nIl doit aussi faire preuve de <strong>curiosit\u00e9 et d\u2019intuition<\/strong> dans son travail pour percevoir des sch\u00e9mas dans les donn\u00e9es et trouver des gisements de valeur dans la masse de donn\u00e9es.\r\n\r\nEnfin, il doit \u00eatre un bon communiquant. Un bon Data Scientist comprend les donn\u00e9es mieux que quiconque. Mais cela ne sert \u00e0 rien s\u2019il n\u2019est pas capable de les traduire en <strong>informations exploitables pour l\u2019entreprise<\/strong>. Il lui appartient donc de vulgariser ses r\u00e9sultats aupr\u00e8s de personnes qui n\u2019ont pas forc\u00e9ment une connaissance technique de l\u2019utilisation des donn\u00e9es.\r\n<h2>Les principaux outils des m\u00e9tiers de la Data Science<\/h2>\r\nPour atteindre ses objectifs, le Data Scientist mobilise une large palette d\u2019outils. Voici les principaux outils qu\u2019il utilise r\u00e9guli\u00e8rement :\r\n<ul>\r\n \t<li><strong>Python<\/strong> : Python est un langage de programmation open-source tr\u00e8s populaire chez les Data Scientists. Simple d\u2019utilisation, il permet de cr\u00e9er rapidement des programmes, beaucoup plus intuitivement que d\u2019autres langages. Associ\u00e9 \u00e0 des librairies puissantes, il permet de g\u00e9rer des gros jeux de donn\u00e9es. C\u2019est donc un outil informatique particuli\u00e8rement adapt\u00e9 pour la Data Science, notamment pour le Machine Learning.<\/li>\r\n \t<li><strong>Jupyter Notebooks<\/strong> : une interface de programmation intuitive permettant de visualiser et de partager les r\u00e9sultats de ses analyses.<\/li>\r\n \t<li><strong>R<\/strong> : R est est un langage de programmation et un logiciel libre de traitement statistique des donn\u00e9es. Il permet de programmer des techniques statistiques, d'analyse de donn\u00e9es, de Machine Learning, de data mining et de Data Science.<\/li>\r\n \t<li><strong>SQL<\/strong> : le langage SQL (structured query language) permet une communication avec les bases de donn\u00e9es et d\u2019en extraire de l\u2019information pertinente.<\/li>\r\n \t<li><strong>Hadoop<\/strong> : Hadoop est un outil open-source utilis\u00e9 pour stocker et traiter des big data.<\/li>\r\n \t<li><strong>SAS<\/strong> : SAS est un outil avanc\u00e9 d\u2019analyse des donn\u00e9es. Il pr\u00e9sente des fonctionnalit\u00e9s puissantes pour extraire et analyser un large jeu de donn\u00e9es, puis les convertir en informations utiles pour l\u2019entreprise.<\/li>\r\n \t<li><strong>Tableau<\/strong> : Tableau est une solution de business intelligence et de data visualization. Les Data Scientists l\u2019utilisent notamment pour ses fonctionnalit\u00e9s de reporting. L\u2019outil permet de pr\u00e9senter ses r\u00e9sultats de fa\u00e7on facilement compr\u00e9hensible pour chacun.<\/li>\r\n<\/ul>\r\n<h2>Pourquoi devenir Data Scientist ?<\/h2>\r\n<h3>Un m\u00e9tier tr\u00e8s recherch\u00e9 par les entreprises<\/h3>\r\nLes entreprises ont pris conscience de l\u2019avantage concurrentiel que les donn\u00e9es pouvaient leur apporter. Cependant, la donn\u00e9e n\u2019est utile que si on dispose des comp\u00e9tences pour <strong>l\u2019extraire, la structurer, la traiter et la transformer<\/strong> en information utile.\r\n\r\nC\u2019est justement l\u2019objet des m\u00e9tiers de la Data Science. Le r\u00f4le du Data Scientist est particuli\u00e8rement important dans la mesure o\u00f9 il fait le lien entre les donn\u00e9es et leurs implications business (en terme de management, de marketing...). Il ne se contente pas d\u2019extraire ou d\u2019analyser la data. Il construit des <strong>mod\u00e8les pr\u00e9dictifs<\/strong> pour traduire la data en recommandations actionnables ou en produit bas\u00e9 sur la data.\r\n\r\nLa demande pour des profils de Data Scientist est donc tr\u00e8s forte actuellement, surtout avec l\u2019ouverture des donn\u00e9es dans certains secteurs comme la sant\u00e9, la banque ou l\u2019assurance. Les opportunit\u00e9s pour exercer ce m\u00e9tier ne devraient donc pas manquer.\r\n\r\nPour les entreprises en revanche, trouver les bons profils risque de devenir un d\u00e9fi. Une \u00e9tude McKinsey pr\u00e9voyait en effet une p\u00e9nurie d\u2019experts en data management sur le march\u00e9 am\u00e9ricain. Cette p\u00e9nurie est notamment li\u00e9e au faible nombre d\u2019\u00e9tablissements qui dispensent des parcours de formations en Data Science.\r\n\r\nCette raret\u00e9 a \u00e9videmment un effet vertueux sur les salaires. Selon le cabinet de recrutement digital Urban Linker, en \u00cele-de-France, un Data Scientist junior gagne en moyenne entre 43-48k annuels. Cette r\u00e9mun\u00e9ration se situe entre 60-73k annuels pour un profil senior. Bien entendu, ces salaires peuvent varier si vous exercez ce m\u00e9tier dans une autre r\u00e9gion fran\u00e7aise ou \u00e0 l'\u00e9tranger.\r\n<h3>Formation : apprendre la Data Science avec Le Wagon<\/h3>\r\nLe Wagon dispense une <a href=\"https:\/\/www.lewagon.com\/fr\/data-science-course\">formation Data Science<\/a> intensive en 9 semaines (\u00e0 temps plein) ou en 24 semaines (\u00e0 temps partiel). L\u2019objectif de cette formation est de vous apporter toutes les comp\u00e9tences n\u00e9cessaires pour rejoindre une \u00e9quipe data et booster votre carri\u00e8re. Si, \u00e0 la sortie de la formation, vous vous sentez compl\u00e8tement \u00e0 l'aise avec toutes les notions apprises pendant le bootcamp, vous pourrez directement occuper un emploi de Data Scientist.\r\n\r\nNous avons construit cette formation pour vous permettre d\u2019appr\u00e9hender la Data Science \u00e9tape par \u00e9tape, de la bo\u00eete \u00e0 outils du Data Scientist en Python \u00e0 l'impl\u00e9mentation compl\u00e8te d'un mod\u00e8le de Machine Learning en production. Le bootcamp se termine par un module op\u00e9rationnel, o\u00f9 vous mettrez en pratique les connaissances acquises dans le cadre d\u2019un projet orient\u00e9 business.\r\n\r\n\u00c0 l\u2019issue de votre parcours de formation, vous b\u00e9n\u00e9ficierez \u00e9galement de la puissance de notre communaut\u00e9 Tech ainsi que de notre service carri\u00e8res pour mieux vous guider dans votre projet d\u2019emploi.\r\n<h3>Pr\u00eat \u00e0 vous lancer ?<\/h3>\r\nT\u00e9l\u00e9chargez le syllabus de notre <strong>formation Data Science<\/strong> ci-dessous pour d\u00e9couvrir le programme en d\u00e9tails et en savoir plus sur nos alumni et notre communaut\u00e9 !\r\n\r\n<\/div>\r\n<\/div>\r\n<div class=\"col-12 col-md-6\">\r\n<h3 class=\"fs-20 mb-24 fw-bold\">Toutes les carri\u00e8res en Data<\/h3>\r\n<ul class=\"list-unstyled\">\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-developpeur-data-ia\/\"><span style=\"font-weight: 400;\">D\u00e9veloppeur IA<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-machine-learning-engineer\/\"><span style=\"font-weight: 400;\">Ing\u00e9nieur Machine Learning<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-data-engineer\/\"><span style=\"font-weight: 400;\">Data Engineer<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-product-owner-data\/\"><span style=\"font-weight: 400;\">Data Product Owner<\/span><\/a><\/li>\r\n \t<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/blog.lewagon.com\/fr\/career\/metiers-tech-data-science-data-analyst\/\"><span style=\"font-weight: 400;\">Data Analyst<\/span><\/a><\/li>\r\n<\/ul>\r\n<\/div>","_contenu_de_larticle":"field_6412588b55814","titre_de_la_banniere":"","_titre_de_la_banniere":"field_6422eb732c237","paragraphe_de_la_banniere":"","_paragraphe_de_la_banniere":"field_6422ed834a968","intitule_du_bouton_de_la_banniere":"","_intitule_du_bouton_de_la_banniere":"field_6422ed934a969","lien_du_bouton_de_la_banniere":"","_lien_du_bouton_de_la_banniere":"field_6422eda54a96a","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Scientist - Fiche M\u00e9tier - Missions, Comp\u00e9tences, Formations et Salaire | Le Wagon<\/title>\n<meta name=\"description\" content=\"Comment devenir Data Scientist ? 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