{"id":40483,"date":"2026-03-30T15:14:42","date_gmt":"2026-03-30T13:14:42","guid":{"rendered":"https:\/\/www.huwise.com\/?post_type=glossary&#038;p=40483"},"modified":"2026-03-30T15:16:38","modified_gmt":"2026-03-30T13:16:38","slug":"data-quality-manager","status":"publish","type":"glossary","link":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/","title":{"rendered":"Data Quality Manager"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Les data quality managers garantissent que les donn\u00e9es d&rsquo;une organisation sont :\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">exactes,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">compl\u00e8tes,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">coh\u00e9rentes,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">actuelles<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">adapt\u00e9es \u00e0 l&rsquo;usage pr\u00e9vu.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Plut\u00f4t que de simplement identifier des probl\u00e8mes de qualit\u00e9 des donn\u00e9es, le data quality manager pilote les m\u00e9canismes organisationnels et techniques qui \u00e9vitent que ces probl\u00e8mes ne surviennent en premier lieu.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c0 mesure que les organisations font \u00e9voluer leurs op\u00e9rations data, la mauvaise <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/qualite-de-la-donnee\/\"><span style=\"font-weight: 400;\">qualit\u00e9 des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> devient l&rsquo;un des d\u00e9fis m\u00e9tier les plus co\u00fbteux et persistants. Cela peut g\u00e9n\u00e9rer :\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">des analyses erron\u00e9es,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">des mod\u00e8les IA d\u00e9faillants,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">des risques de conformit\u00e9,\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">un manque de confiance.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Le data quality manager est l&rsquo;ancre organisationnelle qui permet de pr\u00e9venir et r\u00e9soudre ces probl\u00e8mes.<\/span><\/p>\n<h2><b>Responsabilit\u00e9s cl\u00e9s du Data Quality Manager<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Conception du r\u00e9f\u00e9rentiel qualit\u00e9 : <\/b><span style=\"font-weight: 400;\">\u00e9tablir les dimensions, m\u00e9triques et benchmarks utilis\u00e9s pour mesurer la qualit\u00e9 des donn\u00e9es, couvrant g\u00e9n\u00e9ralement l&rsquo;exactitude, la compl\u00e9tude, la coh\u00e9rence, l&rsquo;unicit\u00e9, l&rsquo;actualit\u00e9 et la validit\u00e9.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Profilage &amp; surveillance : <\/b><span style=\"font-weight: 400;\">utiliser des outils d&rsquo;observabilit\u00e9 et de profilage pour \u00e9valuer continuellement la sant\u00e9 des jeux de donn\u00e9es et d\u00e9tecter toute d\u00e9gradation avant qu&rsquo;elle n&rsquo;impacte les processus aval.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Gestion des incidents qualit\u00e9 : <\/b><span style=\"font-weight: 400;\">piloter les processus de triage pour investiguer, prioriser et r\u00e9soudre les incidents de qualit\u00e9, en collaboration avec les <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/intendant-des-donnees\/\"><span style=\"font-weight: 400;\">intendants des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> et les data engineers.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Alignement avec la gouvernance : <\/b><span style=\"font-weight: 400;\">int\u00e9grer les standards qualit\u00e9 dans les politiques de <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/gouvernance-des-donnees\/\"><span style=\"font-weight: 400;\">gouvernance des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">, les <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/data-contract\/\"><span style=\"font-weight: 400;\">data contracts<\/span><\/a><span style=\"font-weight: 400;\"> et la documentation des <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/metadonnees\/\"><span style=\"font-weight: 400;\">m\u00e9tadonn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Analyse de cause racine : <\/b><span style=\"font-weight: 400;\">identifier les sources en amont des d\u00e9faillances qualit\u00e9, qu&rsquo;elles se trouvent dans les syst\u00e8mes sources, les <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/pipeline-de-donnees\/\"><span style=\"font-weight: 400;\">pipelines<\/span><\/a><span style=\"font-weight: 400;\">, les changements de sch\u00e9ma ou les lacunes de processus.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Communication avec les parties prenantes : <\/b><span style=\"font-weight: 400;\">communiquer les KPIs de qualit\u00e9 aux dirigeants et traduire les probl\u00e8mes qualit\u00e9 en termes d&rsquo;impact m\u00e9tier.<\/span><\/li>\n<\/ul>\n<h2><b>Data quality manager vs. intendant des donn\u00e9es<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">L\u2019<\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/intendant-des-donnees\/\"><span style=\"font-weight: 400;\">intendant des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> est g\u00e9n\u00e9ralement centr\u00e9 sur un domaine ou un jeu de donn\u00e9es sp\u00e9cifique, g\u00e9rant d\u00e9finitions, propri\u00e9t\u00e9s et usages.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Le data quality manager adopte une vision plus large et transversale. Il d\u00e9finit le cadre qualit\u00e9 de l&rsquo;entreprise au sein duquel les intendants op\u00e8rent.<\/span><\/p>\n<h2><b>Outils et processus du Data Quality Manager<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Les data quality managers travaillent avec un ensemble d&rsquo;outils :<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Plateformes de profilage et de surveillance des donn\u00e9es (d\u00e9tection d&rsquo;anomalies \u00e0 grande \u00e9chelle).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/catalogue-de-donnees\/\"><span style=\"font-weight: 400;\">Catalogues de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\"> et <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/business-glossary\/\"><span style=\"font-weight: 400;\">business glossaries<\/span><\/a><span style=\"font-weight: 400;\"> (fournissant les d\u00e9finitions par rapport auxquelles la qualit\u00e9 est mesur\u00e9e).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/master-data-management-mdm\/\"><span style=\"font-weight: 400;\">Solutions de master data management<\/span><\/a><span style=\"font-weight: 400;\"> (garantissant la coh\u00e9rence des entit\u00e9s entre syst\u00e8mes).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Outils de surveillance des pipelines li\u00e9s au <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/data-lineage\/\"><span style=\"font-weight: 400;\">data lineage<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ul>\n<h2><b>Pourquoi le r\u00f4le de Data Quality Manager est strat\u00e9gique<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Dans un monde o\u00f9 les d\u00e9cisions m\u00e9tier, la conformit\u00e9 r\u00e9glementaire et l&rsquo;entra\u00eenement des mod\u00e8les IA d\u00e9pendent de donn\u00e9es de qualit\u00e9, le data quality manager n&rsquo;est plus un r\u00f4le technique de back-office. C&rsquo;est une fonction strat\u00e9gique qui impacte directement la fiabilit\u00e9 de l&rsquo;analytics, la s\u00e9curit\u00e9 des syst\u00e8mes IA, et l&rsquo;exposition aux risques r\u00e9glementaires au titre du <\/span><a href=\"https:\/\/www.huwise.com\/fr\/glossaire\/rgpd-reglement-general-pour-la-protection-des-donnees\/\"><span style=\"font-weight: 400;\">RGPD<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>Pour en savoir plus, lire notre ebook : <span class=\"btn-secondary \"><a href=\"https:\/\/www.huwise.com\/fr\/ressources\/constituer-la-bonne-equipe-pour-delivrer-des-data-products-performants\/\">Constituer la bonne \u00e9quipe pour d\u00e9livrer des data products performants<\/a><\/span><\/p>\n","protected":false},"featured_media":0,"parent":0,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"tags":[],"letter":[377],"class_list":["post-40483","glossary","type-glossary","status-publish","hentry","letter-d-fr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Quality Manager - D\u00e9finition et enjeux - Huwise<\/title>\n<meta name=\"description\" content=\"Un data quality manager est un professionnel responsable de la d\u00e9finition, de la mise en \u0153uvre et de l&#039;am\u00e9lioration continue des standards.\" \/>\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.huwise.com\/fr\/glossaire\/data-quality-manager\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Quality Manager - D\u00e9finition et enjeux - Huwise\" \/>\n<meta property=\"og:description\" content=\"Un data quality manager est un professionnel responsable de la d\u00e9finition, de la mise en \u0153uvre et de l&#039;am\u00e9lioration continue des standards.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/\" \/>\n<meta property=\"og:site_name\" content=\"Huwise\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-30T13:16:38+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\n\t    \"@context\": \"https:\/\/schema.org\",\n\t    \"@graph\": [\n\t        {\n\t            \"@type\": \"WebPage\",\n\t            \"@id\": \"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/\",\n\t            \"url\": \"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/\",\n\t            \"name\": \"Data Quality Manager - D\u00e9finition et enjeux - Huwise\",\n\t            \"isPartOf\": {\n\t                \"@id\": \"https:\/\/www.huwise.com\/fr\/#website\"\n\t            },\n\t            \"datePublished\": \"2026-03-30T13:14:42+00:00\",\n\t            \"dateModified\": \"2026-03-30T13:16:38+00:00\",\n\t            \"description\": \"Un data quality manager est un professionnel responsable de la d\u00e9finition, de la mise en \u0153uvre et de l'am\u00e9lioration continue des standards.\",\n\t            \"breadcrumb\": {\n\t                \"@id\": \"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/#breadcrumb\"\n\t            },\n\t            \"inLanguage\": \"fr-FR\",\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"ReadAction\",\n\t                    \"target\": [\n\t                        \"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/\"\n\t                    ]\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"BreadcrumbList\",\n\t            \"@id\": \"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/#breadcrumb\",\n\t            \"itemListElement\": [\n\t                {\n\t                    \"@type\": \"ListItem\",\n\t                    \"position\": 1,\n\t                    \"name\": \"Home\",\n\t                    \"item\": \"https:\/\/www.huwise.com\/fr\/\"\n\t                },\n\t                {\n\t                    \"@type\": \"ListItem\",\n\t                    \"position\": 2,\n\t                    \"name\": \"Data Quality Manager\"\n\t                }\n\t            ]\n\t        },\n\t        {\n\t            \"@type\": \"WebSite\",\n\t            \"@id\": \"https:\/\/www.huwise.com\/fr\/#website\",\n\t            \"url\": \"https:\/\/www.huwise.com\/fr\/\",\n\t            \"name\": \"Huwise\",\n\t            \"description\": \"Leading solution for data sharing\",\n\t            \"publisher\": {\n\t                \"@id\": \"https:\/\/www.huwise.com\/fr\/#organization\"\n\t            },\n\t            \"potentialAction\": [\n\t                {\n\t                    \"@type\": \"SearchAction\",\n\t                    \"target\": {\n\t                        \"@type\": \"EntryPoint\",\n\t                        \"urlTemplate\": \"https:\/\/www.huwise.com\/fr\/?s={search_term_string}\"\n\t                    },\n\t                    \"query-input\": {\n\t                        \"@type\": \"PropertyValueSpecification\",\n\t                        \"valueRequired\": true,\n\t                        \"valueName\": \"search_term_string\"\n\t                    }\n\t                }\n\t            ],\n\t            \"inLanguage\": \"fr-FR\"\n\t        },\n\t        {\n\t            \"@type\": \"Organization\",\n\t            \"@id\": \"https:\/\/www.huwise.com\/fr\/#organization\",\n\t            \"name\": \"Huwise\",\n\t            \"url\": \"https:\/\/www.huwise.com\/fr\/\",\n\t            \"logo\": {\n\t                \"@type\": \"ImageObject\",\n\t                \"inLanguage\": \"fr-FR\",\n\t                \"@id\": \"https:\/\/www.huwise.com\/fr\/#\/schema\/logo\/image\/\",\n\t                \"url\": \"https:\/\/www.huwise.com\/wp-content\/uploads\/2025\/12\/cropped-Favicon_512x512.png\",\n\t                \"contentUrl\": \"https:\/\/www.huwise.com\/wp-content\/uploads\/2025\/12\/cropped-Favicon_512x512.png\",\n\t                \"width\": 512,\n\t                \"height\": 512,\n\t                \"caption\": \"Huwise\"\n\t            },\n\t            \"image\": {\n\t                \"@id\": \"https:\/\/www.huwise.com\/fr\/#\/schema\/logo\/image\/\"\n\t            }\n\t        }\n\t    ]\n\t}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Quality Manager - D\u00e9finition et enjeux - Huwise","description":"Un data quality manager est un professionnel responsable de la d\u00e9finition, de la mise en \u0153uvre et de l'am\u00e9lioration continue des standards.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/","og_locale":"fr_FR","og_type":"article","og_title":"Data Quality Manager - D\u00e9finition et enjeux - Huwise","og_description":"Un data quality manager est un professionnel responsable de la d\u00e9finition, de la mise en \u0153uvre et de l'am\u00e9lioration continue des standards.","og_url":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/","og_site_name":"Huwise","article_modified_time":"2026-03-30T13:16:38+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/","url":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/","name":"Data Quality Manager - D\u00e9finition et enjeux - Huwise","isPartOf":{"@id":"https:\/\/www.huwise.com\/fr\/#website"},"datePublished":"2026-03-30T13:14:42+00:00","dateModified":"2026-03-30T13:16:38+00:00","description":"Un data quality manager est un professionnel responsable de la d\u00e9finition, de la mise en \u0153uvre et de l'am\u00e9lioration continue des standards.","breadcrumb":{"@id":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.huwise.com\/fr\/glossaire\/data-quality-manager\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.huwise.com\/fr\/"},{"@type":"ListItem","position":2,"name":"Data Quality Manager"}]},{"@type":"WebSite","@id":"https:\/\/www.huwise.com\/fr\/#website","url":"https:\/\/www.huwise.com\/fr\/","name":"Huwise","description":"Leading solution for data sharing","publisher":{"@id":"https:\/\/www.huwise.com\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.huwise.com\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.huwise.com\/fr\/#organization","name":"Huwise","url":"https:\/\/www.huwise.com\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.huwise.com\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.huwise.com\/wp-content\/uploads\/2025\/12\/cropped-Favicon_512x512.png","contentUrl":"https:\/\/www.huwise.com\/wp-content\/uploads\/2025\/12\/cropped-Favicon_512x512.png","width":512,"height":512,"caption":"Huwise"},"image":{"@id":"https:\/\/www.huwise.com\/fr\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.huwise.com\/fr\/wp-json\/wp\/v2\/glossary\/40483","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.huwise.com\/fr\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/www.huwise.com\/fr\/wp-json\/wp\/v2\/types\/glossary"}],"wp:attachment":[{"href":"https:\/\/www.huwise.com\/fr\/wp-json\/wp\/v2\/media?parent=40483"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.huwise.com\/fr\/wp-json\/wp\/v2\/tags?post=40483"},{"taxonomy":"letter","embeddable":true,"href":"https:\/\/www.huwise.com\/fr\/wp-json\/wp\/v2\/letter?post=40483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}