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2021, l'analyse de donn\u00e9es est devenue incontournable. Exploiter la Data ne devrait pas \u00eatre r\u00e9serv\u00e9 qu'aux Data Analyst. Paul nous explique.","_yoast_wpseo_title":"Data is the new english | Emil","contenu_de_larticle":"Il y a \u00e0 peine 40 ans, tr\u00e8s peu de cadres fran\u00e7ais ma\u00eetrisaient l\u2019anglais. Mais aujourd\u2019hui, sa ma\u00eetrise est devenue indispensable pour la grande majorit\u00e9 d\u2019entre eux, que cela soit dans leurs activit\u00e9s quotidiennes ou pour accompagner une \u00e9volution professionnelle. D\u00e9sormais, \u00e0 l\u2019instar de la langue de Shakespeare, c\u2019est au tour de <strong>l\u2019analyse des donn\u00e9es de devenir incontournable<\/strong> dans l\u2019entreprise.\r\n\r\nAujourd\u2019hui, sans l\u2019aide d\u2019un Data Analyst, nombreuses sont les actions qui <strong>restent chronophages et complexes pour les non initi\u00e9s<\/strong>. Cr\u00e9ation de requ\u00eates SQL, conversion de documents CSV qui n\u2019en finissent pas, identification de KPIs pertinents pour soutenir une analyse\u2026 Et le temps pass\u00e9 \u00e0 r\u00e9aliser ces t\u00e2ches peut rapidement devenir co\u00fbteux et contre-productif.\r\n\r\nL\u2019expertise data est un <strong>besoin transversal<\/strong> \u00e0 l\u2019entreprise, car elle intervient en support de chaque fonction. \u00c0 ce titre, chez Emil, nous sommes convaincus que <strong>l\u2019analyse de donn\u00e9es devient une comp\u00e9tence indispensable<\/strong> dans tous les m\u00e9tiers. \u00c0 la mani\u00e8re de l\u2019anglais ces quarante derni\u00e8res ann\u00e9es, elle va graduellement passer d\u2019un avantage concurrentiel \u00e0 une comp\u00e9tence fondamentale, qui fera office de liant dans l\u2019entreprise, et de moteur d\u00e9cisionnel.\r\n\r\n<strong>Data is the new English.<\/strong> D\u00e9couvrez-en les implications dans notre manifeste !\r\n\r\n\u200d\r\n<h2>Data analyse : autonomiser et valoriser chaque m\u00e9tier<\/h2>\r\nTrop souvent cantonn\u00e9e aux professionnels de la data (Analyst, Scientist ou Engineer), <strong>la donn\u00e9e est maintenant omnipr\u00e9sente dans tous les corps de m\u00e9tier <\/strong>qui composent une entreprise. Tous ont besoin d\u2019alimenter et de soutenir leurs d\u00e9cisions avec des donn\u00e9s tangibles.\r\n\r\nEt aujourd\u2019hui, faute de profils correctement form\u00e9s, les aller-retours incessants avec les Data Analystes cr\u00e9ent des goulets d\u2019\u00e9tranglement. Les exemples de pertes de temps et de productivit\u00e9 sont nombreux :\r\n<ul>\r\n \t<li style=\"list-style-type: none;\">\r\n<ul>\r\n \t<li>Les repr\u00e9sentants du service client ayant besoin de s\u2019appuyer sur les profils techniques pour identifier la cause d\u2019un probl\u00e8me ;<\/li>\r\n \t<li>Les \u00e9quipes Marketing passant des heures \u00e0 expliquer aux analystes la signification de tel ou tel \u00e9l\u00e9ment dans leurs campagnes \u00a0;<\/li>\r\n \t<li>Les Product Managers qui ne sont pas en capacit\u00e9 de r\u00e9aliser des analyses pouss\u00e9es ;<\/li>\r\n \t<li>Les repr\u00e9sentants commerciaux qui ont besoin d'aide<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\nx\r\n\r\nAujourd\u2019hui, le corps de m\u00e9tier du Data Analyste (r\u00e9aliser des analyses \u00e0 forte valeur ajout\u00e9e pour l\u2019entreprise) est entrav\u00e9 par les sollicitations externes incessantes. Faire monter en comp\u00e9tences chaque fonction m\u00e9tier en mati\u00e8re de data est ainsi un pr\u00e9requis indispensable pour cr\u00e9er de l\u2019autonomie.\r\n\r\n\u00c0 terme, elle permet aux \u00e9quipes de ne plus prendre des d\u00e9cisions uniquement en fonction de leur exp\u00e9rience. Et ce, sans pour autant engager les \u00e9quipes techniques en permanence. Ce qui promet aussi de rendre plus attractif et int\u00e9ressant le m\u00e9tier de Data Analyste. (Adieu, les journ\u00e9es enti\u00e8res \u00e0 faire des requ\u00eates SQL pour les autres d\u00e9partements !)\r\n\r\nLa data analyse prend aussi le r\u00f4le d\u2019un langage commun, dont l\u2019impact est cl\u00e9. Comprendre les flux de donn\u00e9es dans l\u2019entreprise, c\u2019est avoir une meilleure communication avec les \u00e9quipes techniques. Et ainsi, parler \u201cdata\u201d, c\u2019est optimiser le lien au sein de l\u2019organisation et encourager une prise de d\u00e9cision plus collective.\r\n<h2>La culture analytique : un nouvel atout pour la prise de d\u00e9cisions<\/h2>\r\nFormer l\u2019ensemble des fonctions d\u2019une entreprise \u00e0 parler couramment \u201cdata\u201d va plus loin que les gains de productivit\u00e9. Pour rester comp\u00e9titives et pertinentes, les organisations doivent en effet \u00eatre capables de prendre des d\u00e9cisions de mani\u00e8re agile. Et ce, en s\u2019adaptant en permanence aux \u00e9volutions contextuelles de leur environnement.\r\n\r\nApprendre une nouvelle langue ne permet pas seulement de mieux comprendre les autres, et de se faire comprendre. C\u2019est aussi apprendre \u00e0 r\u00e9fl\u00e9chir d\u2019une nouvelle mani\u00e8re et d\u00e9couvrir une culture.\r\n\r\nEt dans le cas de la data, c\u2019est tout un champ des possibles qui s\u2019ouvre. La data analyse est tributaire de la culture des d\u00e9veloppeurs. Et cette culture repose sur des principes forts : l\u2019agilit\u00e9, l\u2019excellence technique, la simplicit\u00e9, la centricit\u00e9 utilisateur\u2026 Autant de pr\u00e9ceptes qui invitent les diff\u00e9rentes \u00e9quipes \u00e0 adopter de nouveaux r\u00e9flexes.\r\n\r\nCar avoir un esprit orient\u00e9 data implique une rigueur et des automatismes particuliers :\r\n\r\nToujours essayer d\u2019anticiper les probl\u00e8mes en amont. Que cela soit en anticipant les probl\u00e8mes de \u2018nettoyage\u2019 des donn\u00e9es ou en d\u00e9finissant des cl\u00e9s de jointures permettant de croiser les donn\u00e9es dans le futur et d\u2019en faire des analyses holistiques ;\r\nAvoir un regard critique sur ses propres r\u00e9sultats, mais aussi sur ceux des autres. Une approche qui permet de challenger de mani\u00e8re bienveillante chaque \u00e9quipe ;\r\nSyst\u00e9matiquement chercher de la donn\u00e9e pour appuyer ses d\u00e9cisions ou mener un d\u00e9veloppement produit. Par le biais par exemple d\u2019interviews, de sources de donn\u00e9es comme Google Analytics, ou bien des product analytics d\u2019un produit.\r\n\r\nCette culture si particuli\u00e8re, et propre au \u2018data mindset\u2019 promet d\u2019\u00eatre un levier de d\u00e9veloppement et de croissance important pour les organisations qui sauront la cultiver.\r\n<h2>Ma\u00eetrise de la data : un \u00e9l\u00e9ment diff\u00e9renciant pour chaque fonction<\/h2>\r\nAu vu de ces \u00e9l\u00e9ments, pas besoin de boule de cristal pour savoir que d\u2019ici quelques ann\u00e9es, il sera absolument n\u00e9cessaire d\u2019avoir de solides bases en analyse de donn\u00e9es, quelle que soit la fonction. Que l\u2019on travaille en marketing, d\u00e9veloppement produit, vente ou BI, la \u2018data efficiency\u2019 sera un \u00e9l\u00e9ment d\u00e9terminant pour les recruteurs. En cons\u00e9quent, elle promet d\u2019avoir un impact direct sur l\u2019employabilit\u00e9 des actifs de demain.\r\n\r\nLa data a d\u00e9j\u00e0 disrupt\u00e9 le recrutement dans la majorit\u00e9 des organisations, et pas uniquement du c\u00f4t\u00e9 des m\u00e9tiers techniques. Tous les m\u00e9tiers doivent aujourd\u2019hui \u00eatre capables de raisonner en termes de KPIs, de conduire des r\u00e9flexions analytiques. Chaque fonction doit comprendre et ma\u00eetriser les donn\u00e9es cl\u00e9 de son activit\u00e9, pour analyser les performances de son d\u00e9partement et les communiquer au reste de l\u2019entreprise.\r\n\r\nL\u2019importance croissante que prend l\u2019analyse et l\u2019interpr\u00e9tation de grands volumes de donn\u00e9es n\u2019est finalement que l\u2019\u00e9volution naturelle de ces premiers signaux (pas si) faibles. Pour l\u2019entreprise il devient donc urgent de recruter les bons profils, qui sans \u00eatre data first, peuvent basculer facilement. Ou du moins de donner acc\u00e8s rapidement aux cl\u00e9s de compr\u00e9hension du nouveau langage data.\r\n\r\nCes objectifs sont d\u2019autant plus importants que la data transforme d\u00e9sormais tous les m\u00e9tiers. M\u00eame les plus traditionnels, comme le contr\u00f4le de gestion ou les ressources humaines. La data efficiency permettra \u00e0 chaque actif de se concentrer sur des t\u00e2ches plus qualitatives, \u00e0 plus forte valeur ajout\u00e9e.\r\n\r\n\u200d\r\n<h2>L\u2019apparition de nouveaux m\u00e9tiers data : l\u2019exemple du Data Product Manager<\/h2>\r\nLa mont\u00e9e en comp\u00e9tences analytiques au niveau organisationnel a d\u00e9j\u00e0 commenc\u00e9 dans les entreprises ayant su en comprendre l\u2019importance. Et sous leur impulsion, certaines fonctions se sp\u00e9cialisent et int\u00e8grent la data analyse au sein de leurs activit\u00e9s.\r\n\r\nOn voit ainsi \u00e9merger de nouveaux m\u00e9tiers, comme celui de Data Product Manager. Une fonction qui se concentre sur la conception de produits et de features dirig\u00e9e par des analyses et des volumes de donn\u00e9es cons\u00e9quents.\r\n\r\nMais on pourrait aussi \u00e9voquer le r\u00f4le de Product API Manager, ou encore celui de Sales Ops Engineer. Des m\u00e9tiers encore naissants, qui viennent \u00e9tablir un pont clair entre la culture data et les expertises fonctionnelles.\r\n\r\nCette sp\u00e9cialisation ne pourra cependant s\u2019effectuer avec succ\u00e8s que si tous les m\u00e9tiers la soutiennent. Et ce, en parlant couramment le m\u00eame langage : celui de la data.\r\n\r\nC\u2019est autour de cette th\u00e8se que nous avons construit Emil, et c\u2019est la mission que nous poursuivons d\u00e9sormais par le biais de nos initiatives de formation : accompagner le d\u00e9veloppement de la culture data dans les organisations, et encourager la verticalisation des m\u00e9tiers y \u00e9tant li\u00e9s.","_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":null,"_lien_du_bouton_de_la_banniere":null,"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 is the new english | Emil<\/title>\n<meta name=\"description\" content=\"En 2021, l&#039;analyse de donn\u00e9es est devenue incontournable. 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