{"id":185629,"date":"2024-05-27T06:30:00","date_gmt":"2024-05-27T05:30:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=185629"},"modified":"2024-05-26T10:48:54","modified_gmt":"2024-05-26T09:48:54","slug":"all-about-analytics-engineers","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/all-about-analytics-engineers","title":{"rendered":"Analytics Engineer: roles, skills, salary, and training"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"185629\" class=\"elementor elementor-185629\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c2fc09 e-flex e-con-boxed e-con\" data-id=\"7c2fc09\" 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-ca03739 elementor-widget elementor-widget-text-editor\" data-id=\"ca03739\" 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;\">The Analytics Engineer, a hybrid of a <a href=\"https:\/\/datascientest.com\/en\/data-analyst-course\">Data Analyst<\/a> and a <a href=\"https:\/\/datascientest.com\/en\/data-engineer-course\">Data Engineer<\/a>, has become an indispensable role in contemporary businesses since its inception in 2018. Possessing both technical prowess and business acumen, they are pivotal in harnessing data, especially customer data, to refine business strategies and enhance decision-making processes.<\/span><\/p><p><span style=\"font-weight: 400;\">This article delves into the role, responsibilities, competencies, compensation, and path towards this burgeoning career, often incorrectly referred to as Analytic Engineer.<\/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-aea5499 e-flex e-con-boxed e-con\" data-id=\"aea5499\" 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-bd035e6 elementor-widget elementor-widget-heading\" data-id=\"bd035e6\" 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><h3 class=\"elementor-heading-title elementor-size-default\">What is an Analytics Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a17e452 elementor-widget elementor-widget-text-editor\" data-id=\"a17e452\" 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;\">Emerging in 2018, the Analytics Engineer is at the crossroads of Data Analyst and Data Engineer roles, thereby becoming a vital player in corporate data management.<\/span><\/p><p><span style=\"font-weight: 400;\">Experts in data handling, conversion, and analysis, these engineers produce datasets that are accessible to a broad audience, employing <\/span><b>best visualization practices<\/b><span style=\"font-weight: 400;\"> such as version control and continuous integration.<\/span><\/p><p><span style=\"font-weight: 400;\">Setting themselves apart from traditional data roles, Analytics Engineers collaborate closely with <\/span><b>Data Analysts<\/b><span style=\"font-weight: 400;\"> and <a href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">Data Scientists<\/a> to concoct analysis solutions that meet business requisites.<\/span><\/p><p><span style=\"font-weight: 400;\">Amidst a <\/span><b>surge in demand<\/b><span style=\"font-weight: 400;\"> for their superior abilities in code analysis and business decision-making, this position, occasionally misspelled as &#8220;Analytic Engineer,&#8221; is crucial for the strategic refinement of data. This enables thorough analysis and utilization to <\/span><b>tackle intricate issues<\/b><span style=\"font-weight: 400;\"> and to forge predictive models.<\/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-76f565c elementor-widget elementor-widget-image\" data-id=\"76f565c\" 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=\"2000\" height=\"1121\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/2150946795.jpg\" class=\"attachment-full size-full wp-image-185635\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/2150946795.jpg 2000w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150946795-300x168.jpg 300w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150946795-1024x574.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150946795-768x430.jpg 768w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150946795-1536x861.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8481a52 e-flex e-con-boxed e-con\" data-id=\"8481a52\" 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-68c6e81 elementor-widget elementor-widget-heading\" data-id=\"68c6e81\" 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 are the missions of an Analytics Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9a2d79 elementor-widget elementor-widget-text-editor\" data-id=\"b9a2d79\" 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;\">Contrary to a Data Analyst, who primarily concentrates on data examination, an Analytics Engineer\u2019s duties revolve around <\/span><b>data modeling<\/b><span style=\"font-weight: 400;\">, thereby easing access for end-users. This methodology allows users to independently address most data-related queries. Hence, a seasoned Analytics Engineer navigates through data transformation, testing, deployment, and documentation.<\/span><\/p><p><span style=\"font-weight: 400;\">Below is a more elaborate enumeration of an Analytics Engineer&#8217;s tasks:<\/span><\/p><ul><li><b>Data modeling and transformation:<\/b><span style=\"font-weight: 400;\"> They are tasked with organizing, purifying, and readying data for evaluation to guarantee its integrity and trustworthiness.<\/span><\/li><li><b>Integration of data and pipeline development:<\/b><span style=\"font-weight: 400;\"> They engineer pipelines to fetch, modify, and load superior quality data, catering to business necessities.<\/span><\/li><li><b>Validation and data assessment:<\/b><span style=\"font-weight: 400;\"> Engineers perform unit, integration, and efficiency tests to ascertain the dependability of data conduits, instituting validation techniques to affirm data credibility.<\/span><\/li><li><b>Interaction with stakeholders:<\/b><span style=\"font-weight: 400;\"> To deliver pertinent and executable datasets, they closely engage with users and other stakeholders.<\/span><\/li><li><b>Data documentation:<\/b><span style=\"font-weight: 400;\"> Tasked with chronicling data processes, Analytics Engineers ensure the transparency and reproducibility of data conversions and workflows.<\/span><\/li><li><b>Implementation of supreme software engineering techniques:<\/b><span style=\"font-weight: 400;\"> They employ methods such as modularity, code reuse, and version tracking, to fortify the efficiency and modernity of analysis solutions.<\/span><\/li><li><b>Continuous enhancement:<\/b><span style=\"font-weight: 400;\"> Devoted to perpetual improvement, Analytics Engineers remain updated on the latest technological advancements and market tendencies.<\/span><\/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-33834ca elementor-widget elementor-widget-image\" data-id=\"33834ca\" 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=\"2000\" height=\"1335\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/2150377158-1.jpg\" class=\"attachment-full size-full wp-image-185636\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/2150377158-1.jpg 2000w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150377158-1-300x200.jpg 300w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150377158-1-1024x684.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150377158-1-768x513.jpg 768w, https:\/\/datascientest.com\/en\/files\/2024\/05\/2150377158-1-1536x1025.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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-cc3e04e elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"cc3e04e\" 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-analyst-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 analysis expert<\/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-afb03d9 e-flex e-con-boxed e-con\" data-id=\"afb03d9\" 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-96ff2aa elementor-widget elementor-widget-heading\" data-id=\"96ff2aa\" 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 are the skills of an Analytics Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba8daf1 elementor-widget elementor-widget-text-editor\" data-id=\"ba8daf1\" 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;\">To adeptly execute their role, Analytics Engineers must possess essential <\/span><b>skills<\/b><span style=\"font-weight: 400;\"> in programming, analysis, visualization, and interpersonal interaction.<\/span><\/p><p><span style=\"font-weight: 400;\">Outlined below is a comprehensive list of the competencies requisite for becoming a distinguished Analytics Engineer:<\/span><\/p><ul><li><b>Background in the data realm:<\/b><span style=\"font-weight: 400;\"> Fundamental for analytics engineers is experience in data-oriented environments. Those aspiring to be Analytics Engineers predominantly come from Data Analyst or Data Engineer backgrounds, aiming to specialize in data modeling.<\/span><\/li><li><b>Proficient SQL abilities:<\/b><span style=\"font-weight: 400;\"> Mastery over SQL is vital for an Analytics Engineer since the majority of their duties involve data querying, manipulation, and alteration within databases. SQL is indispensable for extracting precise information, thus setting the stage for further analysis.<\/span><\/li><li><b>Programming expertise:<\/b><span style=\"font-weight: 400;\"> Beyond SQL, adeptness in programming languages like R and <a href=\"https:\/\/datascientest.com\/en\/python-the-most-popular-language\">Python<\/a> is critical. These languages are crucial for data visualization, as well as for crafting predictive models and machine learning algorithms.<\/span><\/li><li><b>Proficiency in DBT technology:<\/b><span style=\"font-weight: 400;\"> Dbt (Data Build Tool) is a transformation tool that simplifies the execution of analytical code through SQL. It empowers Analytics Engineers to effectively construct and oversee data pipelines.<\/span><\/li><li><b>Software Engineering knowledge:<\/b><span style=\"font-weight: 400;\"> It&#8217;s pivotal for an analytics engineer to understand and implement software engineering best practices, including modularity, code reusability, documentation, unit testing, and version control. Embracing these methodologies not only bolsters code durability but also fosters more effective data pipelines. Moreover, it eases change management and augments collaboration within the development team.<\/span><\/li><li><b>Acquaintance with BI and data engineering tools:<\/b><span style=\"font-weight: 400;\"> For an analytics engineer, proficiency with data engineering and Business Intelligence (BI) tools is essential. This encompasses familiarity with data warehouses like Snowflake, Amazon Redshift, and Google BigQuery, <a href=\"https:\/\/aws.amazon.com\/glue\/\">ETL tools<\/a> like AWS Glue and Talend, and BI platforms like Tableau and Looker. Practical experience with these technologies not only broadens their versatility but also facilitates quick adaptation to the enterprise ecosystem.<\/span><\/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-7c9a55b elementor-widget elementor-widget-image\" data-id=\"7c9a55b\" 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=\"2000\" height=\"1125\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/73482-1.jpg\" class=\"attachment-full size-full wp-image-185640\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/73482-1.jpg 2000w, https:\/\/datascientest.com\/en\/files\/2024\/05\/73482-1-300x169.jpg 300w, https:\/\/datascientest.com\/en\/files\/2024\/05\/73482-1-1024x576.jpg 1024w, https:\/\/datascientest.com\/en\/files\/2024\/05\/73482-1-768x432.jpg 768w, https:\/\/datascientest.com\/en\/files\/2024\/05\/73482-1-1536x864.jpg 1536w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9ad1971 e-flex e-con-boxed e-con\" data-id=\"9ad1971\" 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-f7778e4 elementor-widget elementor-widget-heading\" data-id=\"f7778e4\" 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 the salary of an Analytics Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f956e83 elementor-widget elementor-widget-text-editor\" data-id=\"f956e83\" 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;\">In France, the compensation of an Analytics Engineer is swayed by various pivotal factors including experience, expertise level, and geographical location. As per <a href=\"https:\/\/www.talent.com\/salary?job=analytics+engineer\">Talent.com<\/a>, the <\/span><b>median annual salary<\/b><span style=\"font-weight: 400;\"> for this role hovers around <\/span><b>\u20ac54,000<\/b><span style=\"font-weight: 400;\">. Nonetheless, this figure can fluctuate appreciably with experience: <\/span><b>entry-level<\/b><span style=\"font-weight: 400;\"> professionals may commence at approximately <\/span><b>\u20ac43,625<\/b><span style=\"font-weight: 400;\"> yearly, whereas those <\/span><b>more seasoned<\/b><span style=\"font-weight: 400;\"> can attain or surpass <\/span><b>\u20ac78,000<\/b><span style=\"font-weight: 400;\"> annually.<\/span><\/p><p><span style=\"font-weight: 400;\">The wage for Analytics Engineering skills, subject to market demand flux, considerably influences earnings. Moreover, geographical positioning plays a pivotal role: remuneration tends to be more lucrative in major cities and technologically advanced regions. Accumulating experience, advancing skills, and acquiring certifications can likewise elevate the financial prospects of these professionals.<\/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-a57fc35 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"a57fc35\" 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-analyst-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\">Start a career in Data Science<\/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-43df1b4 e-flex e-con-boxed e-con\" data-id=\"43df1b4\" 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-a6934a9 elementor-widget elementor-widget-heading\" data-id=\"a6934a9\" 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\">How to become an Analytics Engineer?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7da81a9 elementor-widget elementor-widget-text-editor\" data-id=\"7da81a9\" 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;\">To embark on a career as an Analytics Engineer in France, though educational pathways are varied, it&#8217;s often observed that professionals possess <\/span><b>advanced degrees in mathematics<\/b><span style=\"font-weight: 400;\">, statistics, or computer science. Esteemed institutions like Universit\u00e9 Paris-Saclay, Sorbonne Universit\u00e9, or Polytechnique frequently lay the groundwork for these careers. To specialize further, many pursue a Master\u2019s degree in data science, business analytics, or analogous fields, offered by schools like HEC Paris, T\u00e9l\u00e9com Paris, CentraleSup\u00e9lec. Besides formal education, the <\/span><b>specialized bootcamps<\/b><span style=\"font-weight: 400;\"> from Datascientest in <a href=\"https:\/\/datascientest.com\/en\/data-engineer-everything-you-need-to-know-about-the-job\">Data Engineering<\/a> or Data Analysis present a swifter and more adaptable approach for those seeking specialization or a career change.<\/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-51ca4c2 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"51ca4c2\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/VQ4WAPP3cVs&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-801b167 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"801b167\" 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\">Discover our Big Data courses<\/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-750b7ab e-flex e-con-boxed e-con\" data-id=\"750b7ab\" 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-33a2069 elementor-widget elementor-widget-html\" data-id=\"33a2069\" 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\": \"What is an Analytics Engineer?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"The Analytics Engineer, a hybrid of a Data Analyst and a Data Engineer, has become an indispensable role in contemporary businesses since its inception in 2018. 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Possessing both technical prowess and business acumen, they are pivotal in harnessing data, especially customer data, to refine business strategies and enhance decision-making processes. This article delves into the [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":185660,"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>Analytics Engineer: roles, skills, salary, and training<\/title>\n<meta name=\"description\" content=\"Discover the crucial role of the Analytics Engineer, its responsibilities, skills, salary, and training to excel in this fast-growing profession.\" \/>\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\/all-about-analytics-engineers\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta 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