{"id":185068,"date":"2022-12-20T14:02:00","date_gmt":"2022-12-20T14:02:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=185068"},"modified":"2023-10-12T16:12:08","modified_gmt":"2023-10-12T16:12:08","slug":"data-quality-manager-tout-savoir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/data-quality-manager-tout-savoir","title":{"rendered":"Data Quality Manager : Tout savoir sur ce m\u00e9tier"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"185068\" class=\"elementor elementor-185068\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6bd8ec4 e-flex e-con-boxed e-con\" data-id=\"6bd8ec4\" 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-7205ab8 elementor-widget elementor-widget-heading\" data-id=\"7205ab8\" 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\">Si les donn\u00e9es permettent aux organisations de prendre de meilleures d\u00e9cisions, encore faut-il utiliser des donn\u00e9es de qualit\u00e9. C\u2019est justement le r\u00f4le du Data Quality Manager. Focus sur ce m\u00e9tier indispensable \u00e0 l\u2019\u00e8re du Big data. <\/h2>\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-42072bc e-flex e-con-boxed e-con\" data-id=\"42072bc\" 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-ccccf4c elementor-widget elementor-widget-heading\" data-id=\"ccccf4c\" 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\">Qu\u2019est-ce qu\u2019un data quality manager ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-217b3da elementor-widget elementor-widget-text-editor\" data-id=\"217b3da\" 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>Le data quality manager est <strong>responsable de la qualit\u00e9 des donn\u00e9es<\/strong>. Il peut \u00e9galement \u00eatre nomm\u00e9 responsable assurance qualit\u00e9 ou contr\u00f4le qualit\u00e9.<\/p><p>Dans tous les cas, il est charg\u00e9 de coordonner l\u2019ensemble des activit\u00e9s visant \u00e0 atteindre certaines normes de <a href=\"https:\/\/datascientest.com\/data-quality-pourquoi-est-elle-si-importante\">qualit\u00e9 des donn\u00e9es<\/a>.<\/p><p>Son r\u00f4le est essentiel puisque de mauvaises donn\u00e9es peuvent avoir un impact sur la pertinence des d\u00e9cisions prises par l\u2019organisation : que ce soit au niveau du parcours client, des analyses financi\u00e8res, de la politique de ressources humaines, \u2026<\/p><p>En effet, pour que l\u2019organisation reste comp\u00e9titive, elle doit prendre les bonnes d\u00e9cisions dans tous ses domaines d\u2019activit\u00e9s. Et pour cela, elle a besoin de donn\u00e9es fiables, pertinentes et qualitatives.<\/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-983ae5a elementor-widget elementor-widget-image\" data-id=\"983ae5a\" 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=\"925\" height=\"617\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/developer-coding-in-php.jpg\" class=\"attachment-full size-full wp-image-185081\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/developer-coding-in-php.jpg 925w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/developer-coding-in-php-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/developer-coding-in-php-768x512.jpg 768w\" sizes=\"(max-width: 925px) 100vw, 925px\" \/>\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-b7758d0 elementor-widget elementor-widget-text-editor\" data-id=\"b7758d0\" 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=\"text-decoration: underline;\"><strong>Bon \u00e0 savoir<\/strong><\/span> : Selon le secteur dans lequel il travaille, le r\u00f4le du data quality manager varie. Par exemple, dans certaines organisations, son r\u00f4le est principalement d\u2019optimiser la connaissance client. Il est alors d\u00e9sign\u00e9 comme responsable CRM. Dans le domaine de la finance, il doit d\u00e9finir une politique de qualit\u00e9 tr\u00e8s stricte et renforcer les contr\u00f4les pour <a href=\"https:\/\/datascientest.com\/data-loss-prevention-tout-savoir\">s\u00e9curiser les donn\u00e9es<\/a>.<\/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-cbcea1a e-flex e-con-boxed e-con\" data-id=\"cbcea1a\" 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-f00525f elementor-widget elementor-widget-heading\" data-id=\"f00525f\" 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\">Quelle est la mission du data quality manager ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52aaea3 elementor-widget elementor-widget-text-editor\" data-id=\"52aaea3\" 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>Si la mission principale du data quality manager est d\u2019assurer la gestion de la qualit\u00e9 des donn\u00e9es, il doit r\u00e9aliser une multitude de t\u00e2ches pour atteindre cet objectif :<\/p><ul><li><strong>La d\u00e9finition d\u2019une strat\u00e9gie<\/strong> : il s\u2019agit \u00e0 la fois de d\u00e9finir les normes de qualit\u00e9 de l\u2019organisation, mais aussi de d\u00e9finir l\u2019ensemble des actions \u00e0 mettre en place pour atteindre le niveau d\u2019exigence.<\/li><li><strong>La maintenance r\u00e9guli\u00e8re des donn\u00e9es<\/strong> : le data quality manager doit veiller \u00e0 nettoyer r\u00e9guli\u00e8rement la base de donn\u00e9es pour ne s\u00e9lectionner que des donn\u00e9es fiables. Il pourra ainsi \u00e9liminer les informations inutiles ou encore rechercher les donn\u00e9es manquantes.<\/li><li><strong>L\u2019actualisation de la database<\/strong> : pour prendre les meilleures d\u00e9cisions, les organisations doivent surtout avoir acc\u00e8s aux informations les plus actuelles. Ainsi, le data quality manager doit ajouter de nouvelles donn\u00e9es si elles sont pertinentes et mettre \u00e0 jour toutes les informations d\u00e9j\u00e0 pr\u00e9sentes au sein de la database.<\/li><li><strong>La r\u00e9solution des probl\u00e8mes de qualit\u00e9<\/strong> : si des donn\u00e9es manquantes ou fausses apparaissent dans la base de donn\u00e9es, c\u2019est \u00e0 lui de corriger le probl\u00e8me. Mais de mani\u00e8re g\u00e9n\u00e9rale, son r\u00f4le est surtout d\u2019\u00e9viter cette situation gr\u00e2ce aux contr\u00f4les mis en place en amont.<\/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-bd3fc1d elementor-widget elementor-widget-image\" data-id=\"bd3fc1d\" 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=\"640\" height=\"427\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/campaign-creators-774sCXD0dDU-unsplash.jpg\" class=\"attachment-full size-full wp-image-185074\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/campaign-creators-774sCXD0dDU-unsplash.jpg 640w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/12\/campaign-creators-774sCXD0dDU-unsplash-300x200.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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-b87f90d elementor-widget elementor-widget-text-editor\" data-id=\"b87f90d\" 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>Par ailleurs, la qualit\u00e9 des donn\u00e9es de l\u2019entreprise ne doit pas reposer sur la t\u00eate d\u2019une seule personne. Il est primordial que chaque partie prenante veille \u00e0 collecter et impl\u00e9menter des informations qualitatives. Pour cela, le data quality manager doit former l\u2019ensemble des collaborateurs (qu\u2019ils fassent partie de la DSI ou d\u2019un autre d\u00e9partement, comme les \u00e9quipes commerciales ou marketing) sur les normes de qualit\u00e9 requises.<\/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-33629dd e-flex e-con-boxed e-con\" data-id=\"33629dd\" 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-cad2678 elementor-widget elementor-widget-heading\" data-id=\"cad2678\" 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\">Quelles sont les comp\u00e9tences du responsable de la qualit\u00e9 des donn\u00e9es ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fa9fd9 elementor-widget elementor-widget-text-editor\" data-id=\"1fa9fd9\" 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>Le data quality manager doit d\u2019abord poss\u00e9der des comp\u00e9tences techniques. Notamment en mati\u00e8re de <strong>ma\u00eetrise des outils informatiques<\/strong> n\u00e9cessaires au traitement des donn\u00e9es (<a href=\"https:\/\/datascientest.com\/formation-sql\">SQL<\/a>, <a href=\"https:\/\/datascientest.com\/hadoop\">Hadoop<\/a>, Access, \u2026). Ils devront \u00e9galement ma\u00eetriser les outils CRM utilis\u00e9s par l\u2019organisation.<\/p><p>En outre, il devra \u00e9galement poss\u00e9der certaines soft skills. En premier lieu la rigueur pour nettoyer efficacement les bases de donn\u00e9es, et ne laisser passer aucune erreur. Il devra aussi avoir un bon sens de la communication pour travailler avec les diff\u00e9rents services. Enfin, il doit avoir un esprit d\u2019analyse affin\u00e9 pour identifier facilement la fiabilit\u00e9 des donn\u00e9es.<\/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-0325734 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"0325734\" 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\">Devenir Data Quality Manager<\/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-aec748b e-flex e-con-boxed e-con\" data-id=\"aec748b\" 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-89c94b9 elementor-widget elementor-widget-html\" data-id=\"89c94b9\" 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\u2019est-ce qu\u2019un data quality manager ?\u200b\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Le data quality manager est responsable de la qualit\u00e9 des donn\u00e9es. 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Ils devront \u00e9galement ma\u00eetriser les outils CRM utilis\u00e9s par l\u2019organisation.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\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\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Si les donn\u00e9es permettent aux organisations de prendre de meilleures d\u00e9cisions, encore faut-il utiliser des donn\u00e9es de qualit\u00e9. C\u2019est justement le r\u00f4le du Data Quality Manager. Focus sur ce m\u00e9tier indispensable \u00e0 l\u2019\u00e8re du Big data. Qu\u2019est-ce qu\u2019un data quality manager ? Le data quality manager est responsable de la qualit\u00e9 des donn\u00e9es. Il peut [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":185070,"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 Quality Manager : Tout savoir sur ce m\u00e9tier<\/title>\n<meta name=\"description\" content=\"Si les donn\u00e9es permettent aux organisations de prendre de meilleures d\u00e9cisions, encore faut-il utiliser des donn\u00e9es de qualit\u00e9. C\u2019est justement le r\u00f4le du Data Quality Manager. 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