{"id":7285,"date":"2021-09-18T13:22:17","date_gmt":"2021-09-18T13:22:17","guid":{"rendered":"https:\/\/www.webtechmantra.com\/?p=7285"},"modified":"2022-08-17T13:39:38","modified_gmt":"2022-08-17T13:39:38","slug":"data-architect-vs-data-engineer","status":"publish","type":"post","link":"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/","title":{"rendered":"Data Architect Vs. Data Engineer: What&#8217;s the Difference? Which Is Better?"},"content":{"rendered":"<p>Data architects and Data Engineers look into various aspects of data science. Though both job profiles form the core element of data science, yet they are different.<\/p>\n<p>Data engineers make sure that all data are thoroughly checked, inspected and verified before entering into official records for further analysis, while data architect looks closely into various aspects to facilitate the smooth process of data extracting and structuring them accordingly.<\/p>\n<p>Their primary responsibility is to inspect data warehouses and relational databases to scrutinize the accuracy of data. The ultimate aim of both data architects and data engineers is to extract quality data for analytical purposes.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_61 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Data_Professionals%E2%80%94Key_Statistics\" title=\"Data Professionals\u2014Key Statistics\">Data Professionals\u2014Key Statistics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Why_Are_Data_Professionals_In_Demand\" title=\"Why Are Data Professionals In Demand?\">Why Are Data Professionals In Demand?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Which_of_the_two_roles%E2%80%94Data_Architect_or_Data_Engineer%E2%80%94is_best_for_you\" title=\"Which of the two roles\u2014Data Architect or Data Engineer\u2014is best for you?\">Which of the two roles\u2014Data Architect or Data Engineer\u2014is best for you?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Job_Profile_of_a_Data_Engineer\" title=\"Job Profile of a Data Engineer\">Job Profile of a Data Engineer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Job_Profile_of_a_Data_Architect\" title=\"Job Profile of a Data Architect\">Job Profile of a Data Architect<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Data_Engineers_and_Data_Architects_Top_Skills\" title=\"Data Engineers and Data Architects: Top Skills\">Data Engineers and Data Architects: Top Skills<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Data_Engineer_Other_Important_Skills\" title=\"Data Engineer: Other Important Skills\">Data Engineer: Other Important Skills<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Data_Architect_Other_Important_Skills\" title=\"Data Architect: Other Important Skills\">Data Architect: Other Important Skills<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#Certification_Process_for_Data_Engineers_and_Data_Architects\" title=\"Certification Process for Data Engineers and Data Architects\">Certification Process for Data Engineers and Data Architects<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#The_Conclusion\" title=\"The Conclusion\">The Conclusion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.webtechmantra.com\/data-architect-vs-data-engineer\/#FAQs_Frequently_Asked_Questions\" title=\"FAQs (Frequently Asked Questions)\u00a0\">FAQs (Frequently Asked Questions)\u00a0<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Data_Professionals%E2%80%94Key_Statistics\"><\/span><strong>Data Professionals\u2014Key Statistics<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>According to BLS (Bureau of Labour Standard, US), data professionals are in great demand these days. The growth in data-related jobs is likely to grow around 9% from 2021-2028.<\/p>\n<p>Currently, more than 50% of data professionals are residing in the United States. There\u2019ll be a massive demand for both data architects and data engineers across the other part of the world.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_Are_Data_Professionals_In_Demand\"><\/span><strong>Why Are Data Professionals In Demand?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Over the last few years, the demand for data professionals has considerably increased. Data professionals are the ones who can conceptualize and process raw data into meaningful information. It helps businesses earn quality leads which can be converted into sales later. By 2025, IDC (International Data Corporation) stated that the present data capacity of servers will increase ten times. Only experienced data professionals can manage such huge data and extract meaningful information from the same. Both data engineers and data architects have to work together to collaborate for the fulfillment of data management goals.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Which_of_the_two_roles%E2%80%94Data_Architect_or_Data_Engineer%E2%80%94is_best_for_you\"><\/span><b>Which of the two roles\u2014Data Architect or Data Engineer\u2014is best for you?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The data architecture function demands years of expertise in a previous data-related role; both roles necessitate a thorough knowledge of database systems, data processing tools, and prior experience working with big data. Keep this in mind while choosing a profession or recruiting. You must first comprehend the distinctions between the jobs in order to assemble a team for data management that works well.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If a candidate is being interviewed for a position as a data engineer, ask about their expertise creating software and APIs as well as their knowledge of various databases, data wrangling methods, and data processing strategies.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Conversely, when interviewing data architects, make sure to acquire a feel of their &#8220;data mindset&#8221; by asking about the data projects they have previously managed. Observe this<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Your data management team will be led by a data architect, to whom you should feel comfortable handing power.<\/span><\/p>\n<p style=\"text-align: right;\"><strong>[Read more:\u00a0<a href=\"https:\/\/www.webtechmantra.com\/big-data-architecture\/\">An Overview of Big Data Architecture<\/a>]<\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Job_Profile_of_a_Data_Engineer\"><\/span><strong>Job Profile of a Data Engineer<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A data engineer can be hired to monitor any aspect of a data project. Be it strategizing data warehouses or verifying data to frame analytical programs based on data-driven information, a data engineer is a multi-tasking person with several responsibilities that rests on his shoulder.<\/p>\n<p>It is the duty of a data engineer to process a large volume of data and draw inferences from the same for business analytics. Data engineers need to have strong computational and analytical skills.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Job_Profile_of_a_Data_Architect\"><\/span><strong>Job Profile of a Data Architect<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Data architects are responsible for the overall maintenance of the data warehouse and storing relevant data on the servers. They have to also ensure that data is properly stored and out of reach of people outside the organization.<\/p>\n<p>Data architects look beyond data modeling and data mining. Data architects have to work in tandem with database administrators, developers, and engineers to create a robust data-driven app, which can help the company achieve its goals.<\/p>\n<p style=\"text-align: right;\"><strong>[ Read more:\u00a0<a href=\"https:\/\/www.webtechmantra.com\/big-data-for-small-businesses\/\">How Can Small Businesses Leverage Big Data?<\/a>]<\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_Engineers_and_Data_Architects_Top_Skills\"><\/span><strong>Data Engineers and Data Architects: Top Skills<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>SQL\/databases<\/p>\n<p>Python\/R\/Java<\/p>\n<p>Data warehousing<\/p>\n<p>Machine learning<\/p>\n<p>Data visualization<\/p>\n<p>Data modeling<\/p>\n<p>Data architecture<\/p>\n<p>Extract, Transform, Load (ETL)<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_Engineer_Other_Important_Skills\"><\/span><strong>Data Engineer: Other Important Skills<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>A critical thinker<\/p>\n<p>Analytical abilities<\/p>\n<p>Leadership qualities<\/p>\n<p>Immaculate communication skills<\/p>\n<p>Meticulous in operational skills<\/p>\n<p>A team player<\/p>\n<p>Ability to work under intense pressure<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Data_Architect_Other_Important_Skills\"><\/span><strong>Data Architect: Other Important Skills<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Advisory skills<\/p>\n<p>Strong problem-solving skills<\/p>\n<p>Analytical abilities<\/p>\n<p>Negotiation skills<\/p>\n<p>Good listening skills<\/p>\n<p>Good Presentation skills<\/p>\n<p>Complete domain knowledge<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Certification_Process_for_Data_Engineers_and_Data_Architects\"><\/span><strong>Certification Process for Data Engineers and Data Architects<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Anyone desirous of handling either of the profiles needs to have proper certifications. Without sufficient skills and professionals qualifications, It\u2019s impossible to become a data professional.<\/p>\n<p>As a data professional, you\u2019ll handle the company\u2019s data, which are highly sensitive in nature. So companies won\u2019t take any chance. They will hire you as a data executive only when you have adequate academic qualifications to manage it.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Conclusion\"><\/span><strong>The Conclusion<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>It\u2019s clear that the job profile of both data engineers and data architects is not competitive, but complementary in nature. One can\u2019t work without the other. That is why all leading MNCs (Multinational Companies) and big enterprises hire both data engineers and data architects at their firms.<\/p>\n<p>Just as you can\u2019t run a website effectively without the help of both web developers and content writers, similarly, you can\u2019t smoothly run your business enterprise without the help of data architects and data engineers.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"FAQs_Frequently_Asked_Questions\"><\/span><strong>FAQs (Frequently Asked Questions)\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>What Should I study to become a data engineer or data architect?<\/strong><\/p>\n<p>Complete a\u00a0<em><strong>Certified Data Management Professional Course<\/strong><\/em>\u00a0from Institute for Certified Computing Professionals (ICCP), Chicago. Visit its website\u00a0<a href=\"https:\/\/www.iccp.org\/\">ICCP.ORG<\/a>\u00a0to know more about these short-term and long-term courses and also their recognition.<\/p>\n<p><strong>Can I also study these courses online?<\/strong><\/p>\n<p>Yes. You\u2019ll find several similar certification courses online offered by various companies like Google, IBM, and others. You have to personally scrutinize these online data science-related courses and their recognition before making payment (if any) or enrolling in any such courses.<\/p>\n<p><strong>Which is the most well-known course in Data Engineering?<\/strong><\/p>\n<p>Microsoft Certified Solutions Expert Certification course in data management and analytics is quite popular among the youth. It imbibes the right technical skills and attitudes in candidates to help them cope with the intricacies of data management tools and techniques.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data architects and Data Engineers look into various aspects of data science. Though both job<\/p>\n","protected":false},"author":1,"featured_media":7286,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1187,11],"tags":[1417,1420,1419,1416,1418],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Architect Vs. Data Engineer: What&#039;s the Difference? Which Is Better?<\/title>\n<meta name=\"description\" content=\"Data professionals are in great demand these days. Know the difference between data architect and data engineer. 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