{"id":267793,"date":"2025-03-11T06:30:00","date_gmt":"2025-03-11T06:30:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=267793"},"modified":"2025-04-07T13:05:57","modified_gmt":"2025-04-07T13:05:57","slug":"competences-data-analyst-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/competences-data-analyst-tout-savoir","title":{"rendered":"Quelles sont les comp\u00e9tences indispensables d&rsquo;un Data Analyst ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"267793\" class=\"elementor elementor-267793\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76771ac e-flex e-con-boxed e-con\" data-id=\"76771ac\" 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-03c9afb elementor-widget elementor-widget-text-editor\" data-id=\"03c9afb\" 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><b>Le m\u00e9tier de data analyst attire de plus en plus de professionnels en qu\u00eate d&rsquo;un poste \u00e0 la crois\u00e9e de la technologie et de la strat\u00e9gie d\u2019entreprise. Son r\u00f4le ? Collecter, analyser et interpr\u00e9ter des donn\u00e9es pour aider les entreprises \u00e0 prendre des d\u00e9cisions \u00e9clair\u00e9es. Mais pour exceller en tant que data analyst, il ne suffit pas de savoir manipuler des chiffres. Entre comp\u00e9tences techniques, capacit\u00e9 d\u2019analyse et communication, ce m\u00e9tier demande un large \u00e9ventail de savoir-faire. Dans cet article, nous passons en revue les comp\u00e9tences cl\u00e9s d\u2019un data analyst et comment les d\u00e9velopper pour se d\u00e9marquer sur le march\u00e9 du travail.<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a67eac e-flex e-con-boxed e-con\" data-id=\"0a67eac\" 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-012658b elementor-widget elementor-widget-heading\" data-id=\"012658b\" 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><h2 class=\"elementor-heading-title elementor-size-default\">Pourquoi les comp\u00e9tences d\u2019un data analyst sont essentielles ?\n\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1005bf3 elementor-widget elementor-widget-heading\" data-id=\"1005bf3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Un r\u00f4le central dans les entreprises modernes\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50eda81 elementor-widget elementor-widget-text-editor\" data-id=\"50eda81\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Les entreprises produisent des volumes de donn\u00e9es toujours plus importants. <\/span><a href=\"https:\/\/datascientest.com\/data-analyst-tout-savoir\"><span style=\"font-weight: 400;\">Un data analyst<\/span><\/a><span style=\"font-weight: 400;\"> permet d\u2019exploiter ces informations pour optimiser <\/span><a href=\"https:\/\/datascientest.com\/strategie-marketing-tout-savoir\"><span style=\"font-weight: 400;\">les strat\u00e9gies marketing<\/span><\/a><span style=\"font-weight: 400;\">, anticiper les tendances ou encore am\u00e9liorer les performances d\u2019une organisation.<\/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-96404df elementor-widget elementor-widget-heading\" data-id=\"96404df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Une demande croissante sur le march\u00e9 du travail\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7279e6e elementor-widget elementor-widget-text-editor\" data-id=\"7279e6e\" 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;\">Selon plusieurs \u00e9tudes, le march\u00e9 des analystes de donn\u00e9es conna\u00eet une croissance rapide, et ce, dans presque tous les secteurs : finance, e-commerce, sant\u00e9, industrie\u2026 Avoir les comp\u00e9tences requises ouvre donc des opportunit\u00e9s professionnelles solides. D\u2019apr\u00e8s un rapport publi\u00e9 par le fournisseur de services IT, <\/span><b>Keyrus<\/b><span style=\"font-weight: 400;\">, <\/span><b>Data Analyst est le 4\u00e8me m\u00e9tier sur la liste des 25 m\u00e9tiers les plus recherch\u00e9s dans le domaine de la Data en 2025<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Les entreprises recherchent des profils capables de manipuler, interpr\u00e9ter et visualiser des donn\u00e9es pour guider les d\u00e9cisions strat\u00e9giques. La capacit\u00e9 \u00e0 combiner analyse quantitative, ma\u00eetrise des outils et compr\u00e9hension m\u00e9tier est devenue un crit\u00e8re cl\u00e9 d\u2019employabilit\u00e9. Avec l\u2019essor de l\u2019intelligence artificielle et du Big Data, les perspectives d\u2019\u00e9volution pour les data analysts sont particuli\u00e8rement prometteuses.<\/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-cdf8bb0 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"cdf8bb0\" 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-business-analyst\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Devenir Business Analyst<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e04ba0 e-flex e-con-boxed e-con\" data-id=\"7e04ba0\" 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-57587f0 elementor-widget elementor-widget-heading\" data-id=\"57587f0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quelles sont les comp\u00e9tences fondamentales chez un Data Analyst ?\n\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91e7767 elementor-widget elementor-widget-heading\" data-id=\"91e7767\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Hard skills : Les comp\u00e9tences techniques incontournables\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ba7dd4 elementor-widget elementor-widget-text-editor\" data-id=\"8ba7dd4\" 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 hard skills sont les comp\u00e9tences techniques qui permettent au data analyst de manipuler et analyser les donn\u00e9es efficacement.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ma\u00eetrise des langages de programmation<\/b><span style=\"font-weight: 400;\"> : <\/span><a href=\"https:\/\/datascientest.com\/top-10-des-langages-de-programmation\"><span style=\"font-weight: 400;\">Python, SQL et R<\/span><\/a><span style=\"font-weight: 400;\"> sont des incontournables. <\/span><b>Python<\/b><span style=\"font-weight: 400;\"> est particuli\u00e8rement utilis\u00e9 pour l\u2019analyse et <\/span><a href=\"https:\/\/datascientest.com\/avec-la-data-visualisation-donnez-du-sens-a-vos-donnees\"><span style=\"font-weight: 400;\">la visualisation des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><b>SQL<\/b><span style=\"font-weight: 400;\"> pour interagir avec des bases de donn\u00e9es et R pour les analyses statistiques avanc\u00e9es.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Analyse statistique et math\u00e9matique<\/b><span style=\"font-weight: 400;\"> : Un bon data analyst doit comprendre <\/span><b>les bases des statistiques<\/b><span style=\"font-weight: 400;\"> (moyennes, m\u00e9dianes, distributions, <\/span><a href=\"https:\/\/datascientest.com\/5-etapes-pour-faire-un-test-statistique\"><span style=\"font-weight: 400;\">tests d\u2019hypoth\u00e8ses<\/span><\/a><span style=\"font-weight: 400;\">\u2026) afin d\u2019interpr\u00e9ter correctement les donn\u00e9es.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Visualisation des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> : Des outils comme <\/span><a href=\"https:\/\/datascientest.com\/power-bi-vs-tableau\"><span style=\"font-weight: 400;\">Tableau ou Power BI<\/span><\/a><span style=\"font-weight: 400;\"> ainsi que <\/span><a href=\"https:\/\/datascientest.com\/en\/matplotlib-master-data-visualization-in-python\"><span style=\"font-weight: 400;\">Matplotlib<\/span><\/a><span style=\"font-weight: 400;\"> permettent de repr\u00e9senter graphiquement des tendances et rendre les donn\u00e9es plus digestes pour les d\u00e9cideurs.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Manipulation des bases de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> : La capacit\u00e9 \u00e0 extraire, <\/span><a href=\"https:\/\/datascientest.com\/data-cleaning-definition\"><span style=\"font-weight: 400;\">nettoyer et structurer les donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> est essentielle. Une bonne connaissance des <\/span><b>bases SQL<\/b><span style=\"font-weight: 400;\"> (<a href=\"https:\/\/datascientest.com\/mysql-vs-postgresql\">MySQL, PostgreSQL<\/a>\u2026) ou des outils cloud comme BigQuery est un atout.<\/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-8b8b69a elementor-widget elementor-widget-heading\" data-id=\"8b8b69a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Soft skills : Les comp\u00e9tences humaines qui font la diff\u00e9rence\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-061a145 elementor-widget elementor-widget-text-editor\" data-id=\"061a145\" 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 soft skills permettent de bien interpr\u00e9ter les donn\u00e9es et de les communiquer efficacement aux \u00e9quipes.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Communication et vulgarisation :<\/b><span style=\"font-weight: 400;\"> Un data analyst doit savoir expliquer ses analyses \u00e0 des publics non techniques, que ce soit \u00e0 l\u2019\u00e9crit (rapports, pr\u00e9sentations) ou \u00e0 l\u2019oral.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Esprit analytique et r\u00e9solution de probl\u00e8mes :<\/b><span style=\"font-weight: 400;\"> Il ne suffit pas de compiler des chiffres, il faut surtout comprendre ce qu\u2019ils signifient et comment ils peuvent r\u00e9pondre \u00e0 un probl\u00e8me m\u00e9tier.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Travail en \u00e9quipe : <\/b><span style=\"font-weight: 400;\">Un data analyst travaille souvent en collaboration avec des \u00e9quipes marketing, finance, IT\u2026 La capacit\u00e9 \u00e0 s\u2019adapter aux diff\u00e9rents interlocuteurs est primordiale.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee8a284 e-flex e-con-boxed e-con\" data-id=\"ee8a284\" 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-ba960b3 elementor-widget elementor-widget-heading\" data-id=\"ba960b3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les outils indispensables du Data Analyst en 2025\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f35e89 elementor-widget elementor-widget-text-editor\" data-id=\"5f35e89\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Un bon data analyst doit ma\u00eetriser plusieurs outils pour \u00eatre performant dans son travail.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/datascientest.com\/theorie-des-langages-de-programmation\"><span style=\"font-weight: 400;\">Langages et environnements de programmation<\/span><\/a><span style=\"font-weight: 400;\"> : <\/span><b>Python (Pandas, NumPy), R, Jupyter Notebook<\/b><span style=\"font-weight: 400;\">.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Outils de Business Intelligence (BI)<\/b><span style=\"font-weight: 400;\"> : Tableau, Power BI, Looker.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Bases de donn\u00e9es et Cloud<\/b><span style=\"font-weight: 400;\"> : SQL, <a href=\"https:\/\/datascientest.com\/google-bigquery-tout-savoir\">BigQuery<\/a>, <a href=\"https:\/\/datascientest.com\/snowflake\">Snowflake<\/a>, <a href=\"https:\/\/datascientest.com\/amazon-web-services-tout-savoir\">AWS<\/a>, <a href=\"https:\/\/datascientest.com\/google-cloud-platform-tout-savoir\">Google Cloud<\/a>.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>L\u2019intelligence artificielle et l\u2019automatisation<\/b><span style=\"font-weight: 400;\"> : L\u2019essor des <\/span><a href=\"https:\/\/datascientest.com\/automatisation-tout-savoir\"><span style=\"font-weight: 400;\">outils d\u2019IA<\/span><\/a><span style=\"font-weight: 400;\"> comme AutoML ou DataRobot permet d\u2019automatiser certaines analyses et pr\u00e9dictions.<\/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-e580b13 elementor-widget elementor-widget-text-editor\" data-id=\"e580b13\" 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;\">Ces outils sont aujourd\u2019hui incontournables pour structurer et exploiter des volumes de donn\u00e9es toujours plus importants. Ils permettent d&rsquo;am\u00e9liorer la productivit\u00e9, de simplifier la gestion des bases de donn\u00e9es et de g\u00e9n\u00e9rer des insights pertinents. La ma\u00eetrise de ces technologies est un v\u00e9ritable atout pour r\u00e9pondre aux besoins des entreprises et faciliter la prise de d\u00e9cision strat\u00e9gique bas\u00e9e sur la data.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c16001 elementor-widget elementor-widget-image\" data-id=\"9c16001\" 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=\"448\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/03\/dst_acquisition_A_young_professional_working_remotely_as_a_Data_c5810073-6042-4c5c-989d-1b410e521a41-1024x574.webp\" class=\"attachment-large size-large wp-image-267884\" alt=\"Gros plan sur un analyste de donn\u00e9es travaillant sur un ordinateur portable affichant un tableau de bord interactif avec des graphiques et des tableaux chiffr\u00e9s. La personne utilise un stylet pour analyser les donn\u00e9es, illustrant ses comp\u00e9tences en visualisation et en interpr\u00e9tation des tendances. L\u2019environnement de travail est lumineux et moderne, avec une tasse de caf\u00e9 et un carnet pos\u00e9s sur le bureau, renfor\u00e7ant une ambiance studieuse et professionnelle.\" loading=\"lazy\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/03\/dst_acquisition_A_young_professional_working_remotely_as_a_Data_c5810073-6042-4c5c-989d-1b410e521a41-1024x574.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/03\/dst_acquisition_A_young_professional_working_remotely_as_a_Data_c5810073-6042-4c5c-989d-1b410e521a41-300x168.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/03\/dst_acquisition_A_young_professional_working_remotely_as_a_Data_c5810073-6042-4c5c-989d-1b410e521a41-768x430.webp 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2025\/03\/dst_acquisition_A_young_professional_working_remotely_as_a_Data_c5810073-6042-4c5c-989d-1b410e521a41.webp 1456w\" 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-ed87c83 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ed87c83\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/datascientest.com\/formations-alternance\">\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\">S'inscrire \u00e0 une formation en alternance<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-02d45a7 e-flex e-con-boxed e-con\" data-id=\"02d45a7\" 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-becfd56 elementor-widget elementor-widget-heading\" data-id=\"becfd56\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comment d\u00e9velopper ses comp\u00e9tences et devenir un expert ?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80b75c5 elementor-widget elementor-widget-html\" data-id=\"80b75c5\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<!DOCTYPE html>\r\n<html lang=\"fr\">\r\n<head>\r\n    <meta charset=\"UTF-8\">\r\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n    <title>Tableau Comparatif<\/title>\r\n    <style>\r\n        body {\r\n            font-family: Arial, sans-serif;\r\n            margin: 20px;\r\n        }\r\n        .table-container {\r\n            overflow-x: auto;\r\n            width: 100%;\r\n        }\r\n        table {\r\n            width: 100%;\r\n            border-collapse: collapse;\r\n            min-width: 600px;\r\n        }\r\n        th, td {\r\n            border: 1px solid #ddd;\r\n            padding: 10px;\r\n            text-align: left;\r\n        }\r\n        th {\r\n            background-color: #f4f4f4;\r\n        }\r\n        @media screen and (max-width: 600px) {\r\n            body {\r\n                font-size: 14px;\r\n            }\r\n            th, td {\r\n                padding: 8px;\r\n            }\r\n        }\r\n    <\/style>\r\n<\/head>\r\n<body>\r\n    <div class=\"table-container\">\r\n        <table>\r\n            <tr>\r\n                <th>Moyen de formation<\/th>\r\n                <th>Avantages<\/th>\r\n                <th>Inconv\u00e9nients<\/th>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Certifications reconnues (Google, Microsoft, Tableau, Power BI)<\/td>\r\n                <td>Reconnaissance officielle, structuration des connaissances, validit\u00e9 sur le march\u00e9 du travail<\/td>\r\n                <td>Peut \u00eatre co\u00fbteux, demande du temps<\/td>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Plateformes en ligne (Coursera, Udemy, DataCamp)<\/td>\r\n                <td>Flexibilit\u00e9, acc\u00e8s \u00e0 de nombreuses ressources, co\u00fbt souvent r\u00e9duit<\/td>\r\n                <td>Qualit\u00e9 variable des cours, absence de certification officielle<\/td>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Comp\u00e9titions et projets pratiques (Kaggle, GitHub)<\/td>\r\n                <td>Exp\u00e9rience concr\u00e8te, d\u00e9veloppement de comp\u00e9tences appliqu\u00e9es, visibilit\u00e9 aupr\u00e8s des recruteurs<\/td>\r\n                <td>Pas de cadre structur\u00e9, n\u00e9cessite une bonne autonomie<\/td>\r\n            <\/tr>\r\n            <tr>\r\n                <td>Programmes universitaires en ligne<\/td>\r\n                <td>Enseignement acad\u00e9mique approfondi, dipl\u00f4mes reconnus<\/td>\r\n                <td>Dur\u00e9e longue, co\u00fbt \u00e9lev\u00e9<\/td>\r\n            <\/tr>\r\n        <\/table>\r\n    <\/div>\r\n<\/body>\r\n<\/html>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-447c814 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"447c814\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/datascientest.com\/formations-alternance\">\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 en alternance<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-812a506 e-flex e-con-boxed e-con\" data-id=\"812a506\" 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-d366b4a elementor-widget elementor-widget-heading\" data-id=\"d366b4a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-993568c elementor-widget elementor-widget-text-editor\" data-id=\"993568c\" 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 analyst est en pleine expansion et offre de nombreuses opportunit\u00e9s. Pour r\u00e9ussir, il est essentiel de ma\u00eetriser les outils et langages cl\u00e9s (SQL, Python, Power BI), d\u00e9velopper un bon esprit analytique et de communication, se former en continu et pratiquer sur des projets r\u00e9els.<\/span><\/p><p><span style=\"font-weight: 400;\">En appliquant ces conseils, vous pourrez acqu\u00e9rir les comp\u00e9tences essentielles pour devenir un excellent data analyst et \u00e9voluer dans ce domaine passionnant !\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e44e219 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"e44e219\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/datascientest.com\/formations-alternance\">\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\u00e9marrer une formation en alternance<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f3be77 e-flex e-con-boxed e-con\" data-id=\"2f3be77\" 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-f788000 elementor-widget elementor-widget-html\" data-id=\"f788000\" 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    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Qu\u2019est-ce qu\u2019un contrat de professionnalisation ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Le contrat de professionnalisation est un dispositif de formation en alternance combinant formation pratique en entreprise et formation th\u00e9orique, dispens\u00e9e par un organisme externe ou interne. Ce contrat, sous CDD ou CDI avec une p\u00e9riode de professionnalisation, vise \u00e0 pr\u00e9parer une qualification professionnelle reconnue.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Qui peut b\u00e9n\u00e9ficier du contrat de professionnalisation ?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Ce contrat est accessible aux jeunes de 16 \u00e0 25 ans, aux demandeurs d'emploi de 26 ans et plus inscrits \u00e0 France Travail, ainsi qu'aux b\u00e9n\u00e9ficiaires de certaines aides sociales comme le RSA, l'ASS ou l'AAH. 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Son r\u00f4le ? Collecter, analyser et interpr\u00e9ter des donn\u00e9es pour aider les entreprises \u00e0 prendre des d\u00e9cisions \u00e9clair\u00e9es. Mais pour exceller en tant que data analyst, il ne [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":267882,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417,2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Quelles sont les comp\u00e9tences indispensables d&#039;un Data Analyst ?<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez les comp\u00e9tences essentielles pour le m\u00e9tier de data analyst : hard skills, soft skills, outils indispensables et conseils pour progresser efficacement.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/competences-data-analyst-tout-savoir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Quelles sont les comp\u00e9tences indispensables d&#039;un Data Analyst ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/competences-data-analyst-tout-savoir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-11T06:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-04-07T13:05:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/03\/dst_acquisition_A_close-up_shot_of_a_data_analysts_hands_typing_7c0097dc-4ff4-48dc-a087-d266dcd20308.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1456\" \/>\n\t<meta property=\"og:image:height\" content=\"816\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Estelle Molto\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Estelle Molto\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/competences-data-analyst-tout-savoir\",\"url\":\"https:\/\/datascientest.com\/competences-data-analyst-tout-savoir\",\"name\":\"Quelles sont les comp\u00e9tences indispensables d'un Data Analyst ?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2025-03-11T06:30:00+00:00\",\"dateModified\":\"2025-04-07T13:05:57+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\"},\"description\":\"D\u00e9couvrez les comp\u00e9tences essentielles pour le m\u00e9tier de data analyst : hard skills, soft skills, outils indispensables et conseils pour progresser efficacement.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/competences-data-analyst-tout-savoir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/36bdc09753f297b186a7dad94bd7a226\",\"name\":\"Estelle Molto\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1694177433052.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1694177433052.jpeg\",\"caption\":\"Estelle Molto\"},\"description\":\"Estelle Molto est Head Career Manager chez DataScientest, sp\u00e9cialis\u00e9e dans le coaching RH et l'organisation d'\u00e9v\u00e9nements de recrutement. 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