{"id":173642,"date":"2024-01-23T06:30:00","date_gmt":"2024-01-23T05:30:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=173642"},"modified":"2024-01-26T14:17:06","modified_gmt":"2024-01-26T13:17:06","slug":"roles-of-the-data-scientist-in-a-data-governance-strategy-data","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/roles-of-the-data-scientist-in-a-data-governance-strategy-data","title":{"rendered":"The roles of the Data Scientist in a Data Governance strategy Data"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"173642\" class=\"elementor elementor-173642\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d2578a7 e-flex e-con-boxed e-con\" data-id=\"d2578a7\" 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-ce2a4a8 elementor-widget elementor-widget-heading\" data-id=\"ce2a4a8\" 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\">Governance is essential within a company, both to exploit the full potential of data and to ensure its protection. As a specialist, the data scientist plays a crucial role in setting up a strategy. Discover everything there is to know about the role of the data scientist in a data governance strategy.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8b8f16 elementor-widget elementor-widget-text-editor\" data-id=\"a8b8f16\" 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><span style=\"font-weight: 400;\">All businesses want to reap the benefits of data analytics. However, many fail in their attempts to exploit the data and end up abandoning their projects. Very often, the cause of this failure is the absence<\/span><b> of a Data Governance strategy<\/b><span style=\"font-weight: 400;\">. As the volume of information explodes, many organizations are straining under the weight of data.<\/span><\/p><p><span style=\"font-weight: 400;\">Conversely, strong governance provides many benefits for data-driven decision-making, innovation, and collaboration. To achieve this framework, the expertise of a data scientist is essential.<\/span><\/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-e8d2b7f e-flex e-con-boxed e-con\" data-id=\"e8d2b7f\" 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-ddc9075 elementor-widget elementor-widget-heading\" data-id=\"ddc9075\" 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\">What is Data Governance?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3775194 elementor-widget elementor-widget-text-editor\" data-id=\"3775194\" 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><a href=\"https:\/\/www.datagalaxy.com\/en\/blog\/what-is-data-governance\/\">Data Governance<\/a> is a set of <b>rules<\/b><span style=\"font-weight: 400;\">, <\/span><b>standards<\/b><span style=\"font-weight: 400;\"> and <\/span><b>processes<\/b><span style=\"font-weight: 400;\"> defining how data is handled within a company. It includes the <\/span><b>collection<\/b><span style=\"font-weight: 400;\">, <\/span><b>use<\/b><span style=\"font-weight: 400;\">, <\/span><b>sharing<\/b><span style=\"font-weight: 400;\"> and <\/span><b>protection<\/b> <b>of the<\/b> <b>data<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">The goal? Maximize the quality of the data, in order to increase the relevance of the analyses. In addition, the objective is to ensure the protection of data and to ensure that they are used in an ethical manner.<\/span><\/p><p><span style=\"font-weight: 400;\">This governance applies to all company data. It concerns all formats of information, including text, images, figures or unstructured data. In addition, it must cover the entire life cycle of data, from its creation to its destruction.<\/span><\/p><p><span style=\"font-weight: 400;\">A Data Governance strategy is essential today, in the face of <\/span><b>cybersecurity<\/b><span style=\"font-weight: 400;\"> and <\/span><b>compliance <\/b><span style=\"font-weight: 400;\">industry standards and applicable laws. Companies must protect data against cyberattacks, but also ensure respect for the privacy of individuals as required by the GDPR for European Union countries.<\/span><\/p><p><span style=\"font-weight: 400;\">In addition, data governance is necessary to sort out the <\/span><b>data<\/b> <b>relevant<\/b><span style=\"font-weight: 400;\"> and <\/span><b>information<\/b> <b>superfluous<\/b><span style=\"font-weight: 400;\"> which will only unnecessarily clutter the storage systems and risk distorting the analyses. But what is the role of the Data Scientist in the implementation of this strategy?<\/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-e669604 elementor-widget elementor-widget-image\" data-id=\"e669604\" 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=\"1017\" height=\"600\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-1.jpg\" class=\"attachment-full size-full wp-image-173645\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-1.jpg 1017w, https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-1-300x177.jpg 300w, https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-1-768x453.jpg 768w\" sizes=\"(max-width: 1017px) 100vw, 1017px\" \/>\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-8cd9d04 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"8cd9d04\" 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-md\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\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\">Learn about Data Governance<\/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-7481f14 e-flex e-con-boxed e-con\" data-id=\"7481f14\" 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-182120a elementor-widget elementor-widget-heading\" data-id=\"182120a\" 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\">The role of the Data Scientist<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de07da5 elementor-widget elementor-widget-text-editor\" data-id=\"de07da5\" 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;\">Before exploring the importance of his role for Data Governance, it is important to clearly define <a href=\"https:\/\/www.datagalaxy.com\/fr\/blog\/data-scientist\/\">what the job of the Data Scientist consists of<\/a>. This data analysis professional uses <\/span><b>statistics techniques<\/b><span style=\"font-weight: 400;\">, machine <\/span><b>learning, deep learning, setting up models<\/b><span style=\"font-weight: 400;\"> or even <\/span><b>data visualization<\/b><span style=\"font-weight: 400;\"> to create value from raw data. Thanks to their work, companies can rely on data to make predictions and thus make better decisions or develop new products.<\/span><\/p><p><span style=\"font-weight: 400;\">They are able to explore big data to extract \u201cinsights\u201d and generate useful predictions for his business. They have expertise in mathematics, statistics, computer science and database technologies.<\/span><\/p><p><span style=\"font-weight: 400;\">In addition, their talent for communication allows them to present their results or decision makers to the company and to non-technical employees. It thus opens up access to the benefits of data analysis to the entire organization.<\/span><\/p><p><span style=\"font-weight: 400;\">To <\/span><b>become a data scientist<\/b><span style=\"font-weight: 400;\">, <a href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">proper data scientist training is necessary<\/a> in order to acquire the required knowledge and skills. This involves learning the fundamental concepts of analysis<\/span> <span style=\"font-weight: 400;\">of data, to master the tools and technologies used in the field, and to develop a methodical approach to solving complex problems. It is also essential to master at least one programming language, the most used in data science being <\/span><b>Python<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">The Data Scientist is undoubtedly the main expert in data science, even if they collaborate with other professionals such as the <a href=\"https:\/\/www.datagalaxy.com\/fr\/glossaire-data-engineer\/\">Data Engineer<\/a> and the <a href=\"https:\/\/www.datagalaxy.com\/fr\/glossaire-data-analyst\/\">Data Analyst<\/a>. However, Data Governance is in fact inseparable from data science.<\/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-8e4529e elementor-widget elementor-widget-image\" data-id=\"8e4529e\" 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=\"767\" height=\"600\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-2.jpg\" class=\"attachment-full size-full wp-image-173646\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-2.jpg 767w, https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-2-300x235.jpg 300w\" sizes=\"(max-width: 767px) 100vw, 767px\" \/>\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-286b1f0 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"286b1f0\" 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-md\" href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">\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\">Become a Data Scientist<\/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-720612f e-flex e-con-boxed e-con\" data-id=\"720612f\" 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-9f306f8 elementor-widget elementor-widget-heading\" data-id=\"9f306f8\" 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\">Two Inseparable Disciplines<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d252855 elementor-widget elementor-widget-text-editor\" data-id=\"d252855\" 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;\">Many companies adopting Data Science today make the mistake of neglecting Data Governance. A <a href=\"https:\/\/www.mega.com\/fr\/communiques-de-presse-le-volume-des-donnees-gerees-par-les-organisations-double-tous-les-2-ans\">study conducted at the end of 2022<\/a> by the Enterprise Strategy Group (ESG) institute reveals in particular that 83% of companies admit that their strategy requires strengthening.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Data Governance nevertheless makes it possible to have <\/span><b>data<\/b> <b>more<\/b> <b>reliable<\/b><span style=\"font-weight: 400;\">, more precise and more <\/span><b>relevant<\/b><span style=\"font-weight: 400;\"> to analyze. This discipline is part of Data Science, and should not be seen as optional.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">This is an essential discipline for optimizing business activity and preserving data security. Without it, organizations face consequences such as lost productivity or heavy penalties.<\/span><\/p><p><span style=\"font-weight: 400;\">Therefore, Data Governance is among <\/span><b>the responsibilities of the Data Scientist<\/b><span style=\"font-weight: 400;\">. Its expertise is required to define the rules and standards governing the use of data within the organization.<\/span><\/p><p><span style=\"font-weight: 400;\">They are able to identify the best data sources, assess their relevance to the business and their overall quality. Likewise, they are able to define the data management rules including the update frequency, the sharing conditions or the different access levels.<\/span><\/p><p><span style=\"font-weight: 400;\">Their knowledge also allows them to choose the <\/span><b>tools<\/b><span style=\"font-weight: 400;\"> and <\/span><b>processes<\/b><span style=\"font-weight: 400;\"> to adopt to ensure <\/span><b>compliance<\/b> <b>to<\/b> <b>GDPR<\/b><span style=\"font-weight: 400;\"> and other applicable standards. It can also train employees to use data responsibly and respect privacy.<\/span><\/p><p><span style=\"font-weight: 400;\">To ensure that the Data Governance rules implemented in the company are respected, the Data Scientist can also establish <\/span><b>mechanisms<\/b> <b>of<\/b> <b>monitoring<\/b><span style=\"font-weight: 400;\"> and <\/span><b>control<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">You will have understood: the role of the Data Scientist in a Data Governance strategy is essential. Its expertise is essential to supervise the processing of data and ensure their quality and security!<\/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-319e773 elementor-widget elementor-widget-image\" data-id=\"319e773\" 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=\"1010\" height=\"600\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-3.jpg\" class=\"attachment-full size-full wp-image-173647\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-3.jpg 1010w, https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-3-300x178.jpg 300w, https:\/\/datascientest.com\/en\/files\/2023\/11\/data-scientist-data-governance-3-768x456.jpg 768w\" sizes=\"(max-width: 1010px) 100vw, 1010px\" \/>\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-141c6de elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"141c6de\" 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-md\" href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">\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\">Learn to implement a Data Governance strategy<\/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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Governance is essential within a company, both to exploit the full potential of data and to ensure its protection. As a specialist, the data scientist plays a crucial role in setting up a strategy. Discover everything there is to know about the role of the data scientist in a data governance strategy. All businesses want [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":173644,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417,2425],"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>The roles of the Data Scientist in a Data Governance strategy Data<\/title>\n<meta name=\"description\" content=\"Discover everything there is to know about the role of the data scientist in a data governance strategy.\" \/>\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\/en\/roles-of-the-data-scientist-in-a-data-governance-strategy-data\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The roles of the Data Scientist in a Data Governance strategy Data\" \/>\n<meta property=\"og:description\" content=\"Governance is essential within a company, both to exploit the full potential of data and to ensure its protection. 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