{"id":29376,"date":"2022-09-26T08:00:00","date_gmt":"2022-09-26T06:00:00","guid":{"rendered":"https:\/\/www.freelancermap.com\/blog\/?p=29376"},"modified":"2024-03-07T11:46:35","modified_gmt":"2024-03-07T10:46:35","slug":"what-does-data-modeler-do","status":"publish","type":"post","link":"https:\/\/www.freelancermap.com\/blog\/what-does-data-modeler-do\/","title":{"rendered":"What Does A Data Modeler Do?"},"content":{"rendered":"\n<p><strong>Data modelers are responsible for building an organizational structure for a company&#8217;s data. They design computer databases that translate complex data into usable systems and work with data architects to create data models that meet organizational needs. What does a data modeler do?&nbsp;<\/strong><br><\/p>\n\n\n<div class=\"mks_col \">\n<div class=\"mks_one_third \"><div class=\"su-box su-box-style-default\" id=\"\" style=\"border-color:#000a1c;border-radius:3px;\"><div class=\"su-box-title\" style=\"background-color:#2c3d4f;color:#FFFFFF;border-top-left-radius:1px;border-top-right-radius:1px\">Role overview<\/div><div class=\"su-box-content su-u-clearfix su-u-trim\" style=\"border-bottom-left-radius:1px;border-bottom-right-radius:1px\"> <span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"#Introduction\">Introduction<\/a><\/span><br \/>\n<span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"#Responsibilities\">Responsibilities<\/a><\/span><br \/>\n<span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"#Skills\">Skills<\/a><\/span><br \/>\n<span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"#Background\">Background<\/a><\/span><br \/>\n<span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"#Salary\">Salary<\/a><\/span><br \/>\n<\/div><\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Introduction\">What is data modeling?<\/h2>\n\n\n\n<p>Data modeling is the formalization and documentation of processes and events that occur in the <strong>creation of a data model.<\/strong>&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"720\" data-src=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary.jpg\" alt=\"Role Overview of a Data Modeler - responsibilities, skills, background and salary\" class=\"wp-image-29378 lazyload\" data-srcset=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary.jpg 960w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary-300x225.jpg 300w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary-768x576.jpg 768w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary-720x540.jpg 720w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary-580x435.jpg 580w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Roles-Responsibilities-Skills-Backgroud-Salary-320x240.jpg 320w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/720;\" \/><figcaption class=\"wp-element-caption\">Role Overview &#8211; Data Modeler<\/figcaption><\/figure>\n\n\n\n<p>The tools and techniques of data modeling are used to capture and translate complex system designs into clear representations of data flows and processes, which creates a template for new developments or redesign.<\/p>\n\n\n\n<p>Data models guarantee consistency in naming conventions, standard values, and security while at the same time ensuring data quality. They emphasize what data is needed and how it should be organized.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Responsibilities\">Responsibilities of a data modeler<\/h2>\n\n\n\n<p>A data modeler is primarily in charge of identifying a business\u2019s needs and <strong>creating data models to fit those needs<\/strong>. By using their understanding of data flows, they <strong>propose innovative data solutions<\/strong> that can help improve business activities.<\/p>\n\n\n\n<p>They also maintain the data models they create, define data modeling and design standards, and evaluate any existing data systems.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"720\" data-src=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities.jpg\" alt=\"Responsibilities Of A Data Modeler\" class=\"wp-image-29379 lazyload\" data-srcset=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities.jpg 960w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities-300x225.jpg 300w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities-768x576.jpg 768w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities-720x540.jpg 720w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities-580x435.jpg 580w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Responsibilities-320x240.jpg 320w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/720;\" \/><figcaption class=\"wp-element-caption\">Responsibilities Of A Data Modeler<\/figcaption><\/figure>\n\n\n\n<p>They develop best practices for standard naming conventions and data coding to ensure consistency of data models. Data modelers are also in charge of evaluating data models and databases for variances and discrepancies as well as troubleshooting and optimizing data systems.<\/p>\n\n\n\n<p>When needed, they perform reverse engineering of physical data models from databases and update and optimize local and metadata models.<\/p>\n\n\n\n<p><strong>What are the responsibilities of a data modeler?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Identify business needs<\/li>\n\n\n\n<li>Create data models to fit those needs<\/li>\n\n\n\n<li>Propose innovative data solutions that can help improve business activities<\/li>\n\n\n\n<li>Maintain data models<\/li>\n\n\n\n<li>Define data modeling and design standards<\/li>\n\n\n\n<li>Evaluate any existing data systems<\/li>\n\n\n\n<li>Develop best practices for standard naming conventions and data coding<\/li>\n\n\n\n<li>Ensure consistency of data models<\/li>\n\n\n\n<li>Evaluate data models and databases for variances and discrepancies&nbsp;<\/li>\n\n\n\n<li>Troubleshoot and optimize data systems<\/li>\n\n\n\n<li>Perform reverse engineering of physical data models from databases<\/li>\n\n\n\n<li>Update and optimize local and metadata models<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center has-text-color has-background\" style=\"color:#ffffff;background-color:#41c0eb;font-size:18px\">Looking for data modelers? <br><a href=\"https:\/\/www.freelancermap.com\/freelancers-directory.html?filter=&amp;newQuery=&amp;continents=&amp;countries=&amp;states=&amp;city=&amp;radius=&amp;query=%22data+modeler%22&amp;excludeDachRegion=0&amp;sort=1?utm_source=blog&amp;utm_campaign=freelancers&amp;utm_medium=button&amp;utm_content=career-en\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Find the right freelancer here<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Skills\">Skills of a data modeler<\/h2>\n\n\n\n<p>A data modeler has hands-on <strong>experience with physical and relational data modeling.<\/strong> They are well-versed in data platform technologies and have experience with data warehouses and big data platforms.<\/p>\n\n\n\n<p>They have <strong>knowledge of data modeling principles <\/strong>including conceptual and logical data models and have the ability to utilize Business Intelligence tools to represent insights.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"720\" data-src=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills.jpg\" alt=\"Skills Of A Data Modeler\" class=\"wp-image-29380 lazyload\" data-srcset=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills.jpg 960w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills-300x225.jpg 300w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills-768x576.jpg 768w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills-720x540.jpg 720w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills-580x435.jpg 580w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2021\/08\/Data-Modeler-Skills-320x240.jpg 320w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/720;\" \/><figcaption class=\"wp-element-caption\">Skills Of A Data Modeler<\/figcaption><\/figure>\n\n\n\n<p>Data modelers are experienced in translating relational data models into XML and have knowledge of metadata management and related tools. They also have strong knowledge of mathematical foundations and statistical analysis.<\/p>\n\n\n\n<p>They have experience in team management, are able to communicate clearly and effectively and have excellent presentation skills.&nbsp;<\/p>\n\n\n\n<p><strong>What are the skills of a data modeler?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hands-on experience with physical and relational data modeling<\/li>\n\n\n\n<li>Knowledge of platform technologies<\/li>\n\n\n\n<li>Experience with data warehouses and big data platforms<\/li>\n\n\n\n<li>Knowledge of data modeling principles including conceptual and logical data models<\/li>\n\n\n\n<li>Ability to utilize Business Intelligence tools to represent insights<\/li>\n\n\n\n<li>Experience with translating relational data models into XML&nbsp;<\/li>\n\n\n\n<li>Knowledge of metadata management and related tools<\/li>\n\n\n\n<li>Knowledge of mathematical foundations and statistical analysis<\/li>\n\n\n\n<li>Experience in team management<\/li>\n\n\n\n<li>Strong communication skills<\/li>\n\n\n\n<li>Effective presentation skills<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Background\">Background<\/h2>\n\n\n\n<p>Data modelers typically have a <strong>Bachelor\u2019s degree in computer science, information technology, data science or a related field.<\/strong> Some also choose to obtain a Master\u2019s degree, though this is not a must.<\/p>\n\n\n\n<p>You can also boost your career as a data modeler by receiving <strong>certifications and additional training.<\/strong> A few options for these are as follows:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a rel=\"noreferrer noopener\" aria-label=\"Data Warehousing for Business Intelligence Specialization (opens in a new tab)\" href=\"https:\/\/www.coursera.org\/specializations\/data-warehousing\" target=\"_blank\">Data Warehousing for Business Intelligence Specialization<\/a><\/li>\n\n\n\n<li><a rel=\"noreferrer noopener\" href=\"https:\/\/www.udemy.com\/course\/cbdm-certified-business-data-modeler\/?utm_source=adwords&amp;utm_medium=udemyads&amp;utm_campaign=DSA_Catchall_la.EN_cc.ROW&amp;utm_content=deal4584&amp;utm_term=_._ag_88010211481_._ad_535397282064_._kw__._de_c_._dm__._pl__._ti_dsa-41250778272_._li_9076762_._pd__._&amp;matchtype=b&amp;gclid=CjwKCAjw3_KIBhA2EiwAaAAlioZLyUhSvyrYkNEBrJ_IoBFzsiIY67Tr7boqv_Fkm0XBg_zgXAC4WBoCP8kQAvD_BwE\" target=\"_blank\">CBDM: Certified Business Data Modeler<\/a> <\/li>\n\n\n\n<li><a rel=\"noreferrer noopener\" aria-label=\"Data Science with R Language Certification Training (opens in a new tab)\" href=\"https:\/\/www.simplilearn.com\/big-data-and-analytics\/data-scientist-certification-r-tools-training?source=frs-recommended-courses\" target=\"_blank\">Data Science with R Language Certification Training<\/a><\/li>\n\n\n\n<li>Data Modeling and Regression Analysis in Business<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Salary\">Salary<\/h2>\n\n\n\n<p>The salary of a data modeler depends primarily on the industry they work in. Factors like job position, experience and skills also play a role. A beginner modeler can earn up to <strong>$74,900<\/strong> whereas one in a more senior position can earn up to <strong>$126,100. <\/strong>The average salary of a data modeler is <strong>$98,900<\/strong>.<\/p>\n\n\n\n<p>In Germany, the average salary range is<strong> \u20ac53,400<\/strong> whereas in the UK, it is <strong>\u00a397,500.<\/strong><\/p>\n\n\n\n<p><strong>How much does a data modeler earn?<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Junior<\/td><td class=\"has-text-align-center\" data-align=\"center\"> $74,900 <\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Average<\/td><td class=\"has-text-align-center\" data-align=\"center\"> $98,900 <\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Salary<\/td><td class=\"has-text-align-center\" data-align=\"center\"> $126,100 <\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>How much does a freelance modeler earn?<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td> Average rate Data Modelers (2022) <\/td><td class=\"has-text-align-center\" data-align=\"center\">$86\/hr<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>According to freelancermap&#8217;s price and rate index in September 2022, <strong>freelance Data Modelers charge $86\/hour<\/strong> on average. <\/p>\n\n\n\n<p>Freelance rates in Data Modeling range between <strong>$71 and $101<\/strong> for the majority of freelancers. <\/p>\n\n\n\n<p>Considering a freelance rate of $86\/hour, a <strong>freelancer would charge $688\/day<\/strong> for an 8-hour working day. <\/p>\n\n\n\n<p class=\"has-text-align-center has-text-color has-background\" style=\"color:#ffffff;background-color:#41c0eb;font-size:18px\"><a href=\"https:\/\/www.freelancermap.com\/it-projects.html?filter=&amp;newQuery=&amp;continents=&amp;countries=&amp;states=&amp;city=&amp;radius=&amp;query=%22data+modeler%22&amp;excludeDachProjects=0&amp;sort=1?utm_source=blog&amp;utm_campaign=projects&amp;utm_medium=button&amp;utm_content=career-en\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Find data modeler jobs here<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Other interesting profiles<\/h2>\n\n\n\n\n<ul class=\"su-posts su-posts-list-loop \">\n\n\t\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-27587\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/what-does-data-architect-do\/\">What does a Data Architect do?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-5532\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/what-does-ai-engineer-do\/\">Career Insights: What does an AI Engineer do?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-29228\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/what-does-inventory-analyst-do\/\">What Does An Inventory Analyst Do?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-29376\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/what-does-data-modeler-do\/\">What Does A Data Modeler Do?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-24525\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/what-does-mis-analyst-do\/\">What does an MIS Analyst do?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\n<\/ul>\n\n\n\n\n<p> \u00bb\u00a0<a href=\"https:\/\/www.freelancermap.com\/blog\/freelance-job-profiles-it-roles\/#job-profiles-data-science-analysis\">More job profiles in Data Science &amp; Analysis<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data modelers are responsible for building an organizational structure for a company&#8217;s data. They design computer databases that translate complex data into usable systems and work with data architects to create data models that meet organizational needs. What does a data modeler do? <\/p>\n","protected":false},"author":1,"featured_media":29377,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"categories":[2993,3980],"tags":[3419,3413],"class_list":["post-29376","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-careers","category-data-science-analysis","tag-career-insights","tag-job-profiles"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Does A Data Modeler Do? | Career insights &amp; Job Profiles<\/title>\n<meta name=\"description\" content=\"\u2713 Responsibilities \u2713 Background \u2713 Skills \u2713 Average freelance rate $101\/hr \u2794 Find out more about the role of a data modeler!\" \/>\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.freelancermap.com\/blog\/what-does-data-modeler-do\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Does A Data Modeler Do? 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