{"id":42368,"date":"2025-11-21T12:38:46","date_gmt":"2025-11-21T11:38:46","guid":{"rendered":"https:\/\/stackfuel.com\/?p=42368"},"modified":"2025-11-21T13:30:36","modified_gmt":"2025-11-21T12:30:36","slug":"data-scientist-vs-data-analyst","status":"publish","type":"post","link":"https:\/\/stackfuel.com\/en\/blog\/data-analyst-and-data-scientist-comparison-1\/","title":{"rendered":"Difference between Data Analyst and Data Scientist: Which profession suits you better?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"42368\" class=\"elementor elementor-42368\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c206cfa e-flex e-con-boxed e-con e-parent\" data-id=\"c206cfa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3b0e283 elementor-widget elementor-widget-text-editor\" data-id=\"3b0e283\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>If you are interested in a career in big data and data processing, there is no way around them: the highly sought-after job roles of data analyst and data scientist.<\/p>\n<p>Although the hype surrounding data experts is still huge, it is often not clear what the difference is between a data analyst and a data scientist. Both work with data - but not in the same way.<\/p>\n<p>In this article, we compare the two job profiles and help you to find out whether you are more suited to being a data analyst or a data scientist. Together, we'll take a look at the differences and similarities, career paths, typical tasks and essential skills.<\/p>\n<p>By the way: Thanks to\u00a0<a href=\"https:\/\/stackfuel.com\/en\/blog\/getting-an-education-voucher-in-germany\/\">education voucher<\/a>\u00a0you can even get further training free of charge under certain conditions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d9fcbe elementor-widget elementor-widget-text-editor\" data-id=\"4d9fcbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Why data analysts and data scientists will still be in high demand in 2026<\/strong><\/h2>\n<ul>\n<li><strong>High demand:<\/strong> Demand for data-driven specialists remains high in Germany Company <a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/people%20and%20organizational%20performance\/our%20insights\/hr%20monitor%202025\/hr-monitor-2025.pdf\" target=\"_blank\" rel=\"noopener\">are increasingly building analytics and data teams<\/a>, to make data-based business decisions.<\/li>\n<li><strong>Lateral entry possible:<\/strong> Online courses, bootcamps or certificate programs also enable career changers to start a career in data analytics or data science - without a traditional degree in computer science or statistics.<\/li>\n<li><strong>Flexible working:<\/strong> Many roles can be performed remotely. A laptop and a good internet connection are often sufficient.<\/li>\n<li><strong>Career booster:<\/strong> Data expertise is valuable across all industries - be it finance, marketing, healthcare or technology.<\/li>\n<li><strong>Subsidies:<\/strong> In Germany, there are certain further training courses <a href=\"https:\/\/stackfuel.com\/en\/blog\/funding-opportunities-further-training\/\">Funding opportunities<\/a>, for example via education vouchers (depending on the provider and personal situation).<\/li>\n<li><strong>Future security:<\/strong> As data is increasingly at the heart of business strategies, these professions are also relevant in the long term.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f41ef82 elementor-widget elementor-widget-text-editor\" data-id=\"f41ef82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div data-elementor-type=\"container\" data-elementor-id=\"88288\" class=\"elementor elementor-88288\" data-elementor-post-type=\"elementor_library\">\n<div class=\"elementor-element elementor-element-218a7ecc e-con-full stf-exclude-from-toc e-flex e-con e-parent\" data-id=\"218a7ecc\" data-element_type=\"container\" data-e-type=\"container\" id=\"beratung\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n<div class=\"elementor-element elementor-element-5dd5fd76 elementor-widget elementor-widget-sf_clickfunnel_renderer\" data-id=\"5dd5fd76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"sf_clickfunnel_renderer.default\">\n<div class=\"elementor-widget-container\">\n<form id=\"step-form\" class=\"azav_clickfunnel\" action=\"\">\n<div id=\"form-head\"><\/div>\n<div class=\"headline\">\n<h2 class=\"elementor-heading-title elementor-size-default\" style=\"text-align: center;\">Are you eligible for funding for your further education?<br \/>\nFind out in 1 minute<span class=\"color-lime\">.<\/span><\/h2>\n<p>Choose the right option for you<\/p>\n<\/div>\n<div class=\"after_submit_headline\" style=\"display: none\">\n<h3>Thank you for your inquiry! Please answer the following additional questions so that we can give you the best possible advice.<\/h3>\n<\/div>\n<div id=\"step-1\" class=\"step  active\" data-step=\"1\"  data-tracking-id=\"jobsituation\">\n<p class=\"main-heading\">What is your current job situation?<\/p>\n<div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"unemployed\" data-next=\"2\">Currently unemployed<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"soon_unemployed\" data-next=\"2\">Soon to be job-seeking<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"employed\" data-next=\"4\">Employed<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"company\" data-next=\"3\">Inquiring for my company<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"student\" data-next=\"4\">Student<\/button><\/div>\n<p>                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p><\/div>\n<div id=\"step-2\" class=\"step\" data-step=\"2\"  data-tracking-id=\"looking_for_work\">\n<p class=\"main-heading\">Are you currently (or soon to be) registered as unemployed with the employment agency (Agentur f\u00fcr Arbeit), Job Center, or Pension Insurance?<\/p>\n<div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"registration_yes\" data-next=\"4\">Yes<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"registration_no\" data-next=\"4\">No<\/button><\/div>\n<p>                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p><\/div>\n<div id=\"step-3\" class=\"step\" data-step=\"3\"  data-tracking-id=\"company_size\">\n<p class=\"main-heading\">How big is your company?<\/p>\n<div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"less_2500\" data-next=\"4\">Fewer than 2,500 employees<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"more_2500\" data-next=\"4\">More than 2500 employees<\/button><\/div>\n<p>                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p><\/div>\n<div id=\"step-4\" class=\"step\" data-step=\"4\" data-is-submission-step data-tracking-id=\"\">\n<div class=\"input_section\">\n<div class=\"input_field input_field_type_default input_field_first_name\">\n                        <label for=\"sf_cf_first_name\">First name<\/label><br \/>\n                        <input type=\"text\" name=\"first_name\" id=\"sf_cf_first_name\" required>\n                    <\/div>\n<div class=\"input_field input_field_type_default input_field_last_name\">\n                        <label for=\"sf_cf_last_name\">Last name<\/label><br \/>\n                        <input type=\"text\" name=\"last_name\" id=\"sf_cf_last_name\" required>\n                    <\/div>\n<div class=\"input_field input_field_type_default input_field_email\">\n                        <label for=\"sf_cf_email\">Email address<\/label><br \/>\n                        <input type=\"email\" name=\"email\" id=\"sf_cf_email\" required>\n                    <\/div>\n<div class=\"input_field input_field_type_default input_field_phone\">\n                        <label for=\"sf_cf_phone\">Phone number<\/label><br \/>\n                        <input type=\"tel\" name=\"phone\" id=\"sf_cf_phone\" required>\n                    <\/div>\n<div class=\"input_field input_field_type_default input_field_company_name\">\n                        <label for=\"sf_cf_company_name\">Company name<\/label><br \/>\n                        <input type=\"text\" name=\"company_name\" id=\"sf_cf_company_name\" >\n                    <\/div>\n<div class=\"input_field input_field_type_default input_field_referral_code\">\n                        <label for=\"sf_cf_referral_code\">Referral Code<\/label><br \/>\n                        <input type=\"text\" name=\"referral_code\" id=\"sf_cf_referral_code\" >\n                    <\/div>\n<div class=\"input_field input_field_type_checkbox input_field_data_privacy\">\n                            <label for=\"sf_cf_data_privacy\" class=\"translation-block\">By submitting this form, I have taken note of the <a href=\"https:\/\/stackfuel.com\/en\/legal\/privacy-policy\/?trp-edit-translation=preview\" target=\"_blank\" rel=\"noopener\">Privacy Policy<\/a> and <a href=\"https:\/\/stackfuel.com\/en\/legal\/agb\/?trp-edit-translation=preview\" target=\"_blank\" rel=\"noopener\">GTC<\/a>. I agree that StackFuel may send me emails with offers and news.<\/label><br \/>\n                            <input type=\"checkbox\" name=\"data_privacy\" id=\"sf_cf_data_privacy\" required>\n                        <\/div>\n<div class=\"input_field input_field_type_checkbox input_field_data_recording\">\n                            <label for=\"sf_cf_data_recording\">I consent to my conversations with the advisory team being recorded for training purposes.<\/label><br \/>\n                            <input type=\"checkbox\" name=\"data_recording\" id=\"sf_cf_data_recording\" >\n                        <\/div>\n<div class=\"sf_tg_fields\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_source\" id=\"form-field-utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_source\" id=\"form-field-first_utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_medium\" id=\"form-field-utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_medium\" id=\"form-field-first_utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_term\" id=\"form-field-utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_term\" id=\"form-field-first_utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_content\" id=\"form-field-utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_content\" id=\"form-field-first_utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_campaign\" id=\"form-field-utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_campaign\" id=\"form-field-first_utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"fbclid\" id=\"form-field-fbclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source\" id=\"form-field-organic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source_str\" id=\"form-field-organic_source_str\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"traffic_source\" id=\"form-field-traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_traffic_source\" id=\"form-field-first_traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_referral\" id=\"form-field-utm_referral\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"gclid\" id=\"form-field-gclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lastShownPage\" id=\"form-field-lastShownPage\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_cam\" id=\"form-field-hsa_cam\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_grp\" id=\"form-field-hsa_grp\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_ad\" id=\"form-field-hsa_ad\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_net\" id=\"form-field-hsa_net\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_src\" id=\"form-field-hsa_src\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_tgt\" id=\"form-field-hsa_tgt\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lead_target\" id=\"form-field-lead_target\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"source_language\" id=\"form-field-source_language\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"letzte_angezeigte_seite_vor_form_submission\" id=\"form-field-letzte_angezeigte_seite_vor_form_submission\" value=\"\"><\/div>\n<\/div>\n<p>                <button type=\"submit\" id=\"submit-button-4\">Get free consultation<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p>\n<div class=\"result-messages\" style=\"display: none;\">\n<div class=\"headline success-message\" data-result-condition=\"unemployed || soon_unemployed\">\n<h3>Congratulations! You may be eligible for funding with an education voucher!<\/h3>\n<p>If you are already or will soon be registered as a jobseeker, your training program at StackFuel for 100% can be financed with an education voucher from the Federal Employment Agency.<\/p>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"employed\">\n<h3>Thank you for your interest in StackFuel's online training courses!<\/h3>\n<p>If you are employed, you can finance your training program at StackFuel yourself or have it funded by the Federal Employment Agency. Would you like advice and information about our training programs, booking individual courses or financing options?<\/p>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"b2b_weniger\">\n<h4>As a training partner for data skills and AI fundamentals, we look forward to learning more about your re-skilling and upskilling needs to help you transform your business. Please leave your contact details. Our business education team will contact you shortly for a consultation.<\/h4>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"b2b_mehr\">\n<p>We have good news for you:<\/p>\n<h4>The Qualification Opportunities Act could entitle you to a grant of up to 100 %. A wage subsidy of up to 75% is also possible if employees of your company complete further training for data skills with StackFuel.<\/h4>\n<p>Leave your contact details and our advisory team will contact you shortly for a no-obligation consultation.<\/p>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"student\">\n<h3>Congratulations! You will benefit from our study discount for your further education!<\/h3>\n<h4>As a student, you are entitled to a student discount from StackFuel if you complete our training programs. Would you like advice and information about our training programs, booking individual courses or financing options?<\/h4>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div>\n<\/div><\/div>\n<div id=\"step-5\" class=\"step\" data-step=\"5\"  data-tracking-id=\"\">\n<p class=\"main-heading\">Would you like to train full-time or part-time?<\/p>\n<div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"Full-time\" data-next=\"6\">Full-time<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Part-time\" data-next=\"6\">Part-time<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Not clear yet\" data-next=\"6\">Not sure<\/button><\/div>\n<p>                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p><\/div>\n<div id=\"step-6\" class=\"step\" data-step=\"6\" data-hide-headlines data-tracking-id=\"\">\n<p class=\"main-heading\">Which training program are you interested in?<\/p>\n<div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"AI\" data-next=\"7\">AI training program<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Data Course\" data-next=\"7\">Data training program<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"IT\" data-next=\"7\">IT training program <\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Project Management Course\" data-next=\"7\">Project management training program<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"Not clear yet\" data-next=\"7\">I don't know and would like some advice <\/button><\/div>\n<p>                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p><\/div>\n<div id=\"step-7\" class=\"step\" data-step=\"7\" data-hide-headlines data-tracking-id=\"\">\n<p class=\"main-heading\">How good are you at handling data?<\/p>\n<div class=\"answers\"><button type=\"button\" class=\"answer\" data-answer-output=\"beginner_basic_knowledge\" data-next=\"end\">Basic knowledge<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"intermediate_coding_in_freetime\" data-next=\"end\">Practical experience<\/button><button type=\"button\" class=\"answer\" data-answer-output=\"advanced_work_coding_projects\" data-next=\"end\">Advanced<\/button><\/div>\n<p>                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p><\/div>\n<div id=\"step-8\" class=\"step\" data-step=\"end\" data-is-submission-step data-hide-headlines data-tracking-id=\"\">\n<div class=\"input_section\">\n<div class=\"input_field input_field_type_select input_field_deal_origin__dropdown\">\n                            <label for=\"sf_cf_deal_origin__dropdown\">How did you find out about us?<\/label><br \/>\n                            <select name=\"deal_origin__dropdown\" id=\"sf_cf_deal_origin__dropdown\" required><option value=\"Google\/Suchmaschine\">Google or search engine<\/option><option value=\"Social Media\">Social Media<\/option><option value=\"Kursnet\">Kursnet or MeinNow portal<\/option><option value=\"Other Websites\/Listings\">Other website or platform<\/option><option value=\"Agentur f\u00fcr Arbeit\">Employment Agency<\/option><option value=\"Messe\/Evevent\">Trade fair or event<\/option><option value=\"Recommendation\/Empfehlung\">Recommendation from a friend<\/option><option value=\"Partner\/Affiliate\">Recommendation from a company or partner<\/option><option value=\"Direct\/Website\">I already knew StackFuel<\/option><option value=\"Other\">Miscellaneous<\/option><\/select>\n                        <\/div>\n<div class=\"sf_tg_fields\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_source\" id=\"form-field-utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_source\" id=\"form-field-first_utm_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_medium\" id=\"form-field-utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_medium\" id=\"form-field-first_utm_medium\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_term\" id=\"form-field-utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_term\" id=\"form-field-first_utm_term\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_content\" id=\"form-field-utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_content\" id=\"form-field-first_utm_content\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_campaign\" id=\"form-field-utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_utm_campaign\" id=\"form-field-first_utm_campaign\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"fbclid\" id=\"form-field-fbclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source\" id=\"form-field-organic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"organic_source_str\" id=\"form-field-organic_source_str\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"traffic_source\" id=\"form-field-traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"first_traffic_source\" id=\"form-field-first_traffic_source\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"utm_referral\" id=\"form-field-utm_referral\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"gclid\" id=\"form-field-gclid\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lastShownPage\" id=\"form-field-lastShownPage\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_cam\" id=\"form-field-hsa_cam\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_grp\" id=\"form-field-hsa_grp\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_ad\" id=\"form-field-hsa_ad\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_net\" id=\"form-field-hsa_net\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_src\" id=\"form-field-hsa_src\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"hsa_tgt\" id=\"form-field-hsa_tgt\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"lead_target\" id=\"form-field-lead_target\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"source_language\" id=\"form-field-source_language\" value=\"\"><input type=\"hidden\" style=\"display: none !important\" name=\"letzte_angezeigte_seite_vor_form_submission\" id=\"form-field-letzte_angezeigte_seite_vor_form_submission\" value=\"\"><\/div>\n<\/div>\n<p>                <button type=\"submit\" id=\"submit-button-end\">Send<\/button><br \/>\n                <button type=\"button\" class=\"back_button\" data-prev=\"true\">&lt; Back<\/button><\/p>\n<div class=\"result-messages\" style=\"display: none;\">\n<div class=\"headline success-message\" data-result-condition=\"unemployed || soon_unemployed\">\n<h3>Congratulations! You may be eligible for funding with an education voucher!<\/h3>\n<p>If you are already or will soon be registered as a jobseeker, your training program at StackFuel for 100% can be financed with an education voucher from the Federal Employment Agency.<\/p>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"employed\">\n<h3>Thank you for your interest in StackFuel's online training courses!<\/h3>\n<p>If you are employed, you can finance your training program at StackFuel yourself or have it funded by the Federal Employment Agency. Would you like advice and information about our training programs, booking individual courses or financing options?<\/p>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"b2b_weniger\">\n<h4>As a training partner for data skills and AI fundamentals, we look forward to learning more about your re-skilling and upskilling needs to help you transform your business. Please leave your contact details. Our business education team will contact you shortly for a consultation.<\/h4>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"b2b_mehr\">\n<p>We have good news for you:<\/p>\n<h4>The Qualification Opportunities Act could entitle you to a grant of up to 100 %. A wage subsidy of up to 75% is also possible if employees of your company complete further training for data skills with StackFuel.<\/h4>\n<p>Leave your contact details and our advisory team will contact you shortly for a no-obligation consultation.<\/p>\n<\/div>\n<div class=\"headline success-message\" data-result-condition=\"student\">\n<h3>Congratulations! You will benefit from our study discount for your further education!<\/h3>\n<h4>As a student, you are entitled to a student discount from StackFuel if you complete our training programs. Would you like advice and information about our training programs, booking individual courses or financing options?<\/h4>\n<p>Then leave your contact details and our training experts will get back to you by phone:<\/p>\n<\/div>\n<\/div><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8fa494a elementor-widget elementor-widget-heading\" data-id=\"8fa494a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data analyst vs. data scientist: direct comparison<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed09567 elementor-widget elementor-widget-html\" data-id=\"ed09567\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n.responsive-table {\n  width: 100%;\n  border-collapse: collapse;\n  margin: 1em 0;\n  font-family: Arial, sans-serif;\n  table-layout: fixed;\n  word-wrap: break-word;\n}\n.responsive-table th, .responsive-table td {\n  border: 1px solid #ddd;\n  padding: 12px;\n  text-align: left;\n  vertical-align: top;\n  word-wrap: break-word;\n  overflow-wrap: break-word;\n  hyphens: auto;\n}\n.responsive-table th {\n  background-color: #f4f4f4;\n  font-weight: bold;\n}\n.responsive-table tfoot td {\n  font-size: 12px;\n  color: #555;\n  border: none;\n  padding-top: 8px;\n}\n@media screen and (max-width: 600px) {\n  .responsive-table thead { display: none; }\n  .responsive-table tr { display: block; margin-bottom: 1em; border-bottom: 2px solid #ddd; }\n  .responsive-table td {\n    display: block;\n    text-align: left;\n    padding-left: 12px;\n    position: relative;\n    border: none;\n  }\n  .responsive-table td::before {\n    content: attr(data-label);\n    font-weight: bold;\n    display: block;\n    margin-bottom: 0.5em;\n  }\n  .responsive-table tfoot td {\n    display: block;\n    text-align: left;\n    padding-left: 12px;\n  }\n}\n<\/style>\n\n<table class=\"responsive-table\">\n  <thead>\n    <tr>\n      <th>Data Analyst<\/th>\n      <th>Data Scientist<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td data-label=\"Data Analyst\">\n        <ul>\n          <li>Analytical consultant<\/li>\n          <li>Analyze past business data<\/li>\n          <li>SQL, Excel, BI tools<\/li>\n          <li>Pattern analysis, A\/B tests, data visualization<\/li>\n          <li>Communicating results clearly, advising decision-makers<\/li>\n          <li>Analytical thinking, strong communication skills, industry knowledge<\/li>\n          <li>Working closely with specialist departments<\/li>\n          <li>Career changers with industry-specific knowledge valuable<\/li>\n        <\/ul>\n      <\/td>\n      <td data-label=\"Data Scientist\">\n        <ul>\n          <li>Researchers &amp; Developers<\/li>\n          <li>Open up new business opportunities, develop predictions &amp; data-driven products<\/li>\n          <li>SQL, Excel, BI tools, Python\/R, data pipelines<\/li>\n          <li>Algorithms, machine learning, predictive analytics, automation, AI models<\/li>\n          <li>Modeling data, automating processes, training AI models, strategic analyses<\/li>\n          <li>Programming, statistics, machine learning, interdisciplinary knowledge<\/li>\n          <li>Project-related, research, development, long-term analyses<\/li>\n          <li>STEM or research background, previous quantitative experience advantageous<\/li>\n        <\/ul>\n      <\/td>\n    <\/tr>\n  <\/tbody>\n  <tfoot>\n    <tr>\n      <td colspan=\"2\">\n        Note: The table compares the typical roles, tasks and skills of data analysts and data scientists. Tasks may vary depending on the company and industry.\n      <\/td>\n    <\/tr>\n  <\/tfoot>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8785295 elementor-widget elementor-widget-text-editor\" data-id=\"8785295\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3><strong>Data Analyst: the analytical consultant in the company<\/strong><\/h3>\n<p>Data analysts play a central role in data-supported decision-making. They process data from SQL databases, Excel spreadsheets or <a href=\"https:\/\/stackfuel.com\/en\/blog\/data-analyst-tools-bi-big-data\/\">Data Analyst Tools<\/a>, to identify patterns, analyze past business transactions (e.g. sales figures, user statistics, conversion data) and derive trends. They often use A\/B tests to objectively compare different options.<\/p>\n<h4><strong>Consulting and communication as a core task<\/strong><\/h4>\n<p>Their work is strongly consulting-oriented: Data analysts prepare the results in such a way that decision-makers can understand them and make informed decisions. This includes:<\/p>\n<ul>\n<li>Data visualization and storytelling to make complex information understandable<\/li>\n<li>Contextualization of the results in the business or industry-specific environment<\/li>\n<li>Unbiased reporting - they only report what the data shows, not what the management wants to hear<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<p>Strong communication skills are essential, as decision-makers often do not have the technical skills to analyze data themselves. Data analysts therefore act like investigative consultants who communicate data transparently and comprehensibly.<\/p>\n<h4><strong> Cooperation and industry knowledge<\/strong><\/h4>\n<p>Successful data analysts work closely with specialist departments, collect information from various sources and use their knowledge of company processes to make analyses more relevant. Career changers are particularly valuable here, as they already have industry-specific expertise. Networks within the company also facilitate the procurement of information and the impact of consulting.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c9dd04b elementor-align-center elementor-widget__width-auto button-lime-primary elementor-widget elementor-widget-button\" data-id=\"c9dd04b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/stackfuel.com\/en\/training\/data-analyst-weiterbildung\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To the Data Analyst training<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1d84d6 elementor-widget elementor-widget-text-editor\" data-id=\"e1d84d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3><strong>Data Scientist: The researcher and developer<\/strong><\/h3>\n<h4><strong> Researching and developing<\/strong><\/h4>\n<p>In contrast to consulting data analysts, data scientists often work in the unknown and develop new business opportunities. Their work is strongly project-based and long-term: they not only analyze the past, but also develop data-driven products, predictive analytics and AI models to predict future trends.<\/p>\n<h4><strong>Technical skills and methods<\/strong><\/h4>\n<ul>\n<li>Creation of algorithms and machine learning models<\/li>\n<li>Automation of processes and creation of data pipelines for continuous data processing<\/li>\n<li>Use of advanced programming skills (e.g. Python, R)<\/li>\n<li>Application of statistics, <a href=\"https:\/\/stackfuel.com\/en\/blog\/machine-learning-algorithms-methods-examples\/\">Machine Learning<\/a> and data infrastructure<\/li>\n<\/ul>\n<h4><strong>Interdisciplinary knowledge<\/strong><\/h4>\n<p>Data scientists combine several disciplines that go beyond pure analysis:<\/p>\n<ul>\n<li>Mathematics &amp; statistics - deeper knowledge than typical software engineers<\/li>\n<li>Computer science &amp; programming - programming better than classic statisticians<\/li>\n<li>Communication &amp; domain knowledge - important to convey results in an understandable and business-relevant way<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<p>A background in research or STEM professions (mathematics, computer science, natural sciences, technology) and relevant previous experience are therefore advantageous.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d051cc2 elementor-align-center elementor-widget__width-auto button-lime-primary elementor-widget elementor-widget-button\" data-id=\"d051cc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/stackfuel.com\/en\/training\/data-scientist-weiterbildung\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">To the Data Scientist training<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7685ee elementor-widget elementor-widget-image\" data-id=\"d7685ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"700\" height=\"900\" src=\"https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1.png\" class=\"attachment-large size-large wp-image-42400\" alt=\"Data Analyst vs Data Scientist Infographic: Qualifications and Skills. Venn Diagram: What is Data Science\" srcset=\"https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1.png 700w, https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1-311x400.png 311w, https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1-389x500.png 389w, https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1-467x600.png 467w, https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1-233x300.png 233w, https:\/\/stackfuel.com\/wp-content\/uploads\/2022\/05\/Grafik-Blogartikel-1200-\u00d7-500-px-700-\u00d7-1200-px-1-9x12.png 9w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">\"What is Data Science?\" Updated version, adapted from the Data Scientist Venn diagram by Stephan Kolassa (2016).<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70aac6e elementor-widget elementor-widget-text-editor\" data-id=\"70aac6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3><strong>Advantages and disadvantages of both roles<\/strong><\/h3>\n<h4><strong> Similarities (advantages of both professions)<\/strong><\/h4>\n<ul>\n<li>Good entry opportunities without a traditional university degree if further training or bootcamps are used.<\/li>\n<li>Flexible working models (especially remote) are well established.<\/li>\n<li>High demand: Data expertise is a competitive advantage in many companies.<\/li>\n<li>Career potential: You can later switch to related roles as a Data Analyst or Scientist, e.g. Data Engineer, ML Engineer, Analytics Lead.<\/li>\n<\/ul>\n<h4>Challenges<\/h4>\n<ul>\n<li>As a Data Analyst: You need to be strong in communication, make analyses understandable and often coordinate with specialist departments.<\/li>\n<li>As a data scientist: You need in-depth technical and mathematical skills, a lot of initiative in research topics and often patience for long-term projects.<\/li>\n<li>Both roles require continuous learning: technologies, tools and methods are developing rapidly.<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-871f19c elementor-widget elementor-widget-heading\" data-id=\"871f19c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Which job is right for whom?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6d0394 elementor-widget elementor-widget-html\" data-id=\"b6d0394\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<style>\n.responsive-table {\n  width: 100%;\n  border-collapse: collapse;\n  margin: 1em 0;\n  font-family: Arial, sans-serif;\n  table-layout: fixed;\n  word-wrap: break-word;\n}\n.responsive-table th, .responsive-table td {\n  border: 1px solid #ddd;\n  padding: 12px;\n  text-align: left;\n  vertical-align: top;\n  word-wrap: break-word;\n  overflow-wrap: break-word;\n  hyphens: auto;\n}\n.responsive-table th {\n  background-color: #f4f4f4;\n  font-weight: bold;\n}\n.responsive-table tfoot td {\n  font-size: 12px;\n  color: #555;\n  border: none;\n  padding-top: 8px;\n}\n@media screen and (max-width: 600px) {\n  .responsive-table thead { display: none; }\n  .responsive-table tr { display: block; margin-bottom: 1em; border-bottom: 2px solid #ddd; }\n  .responsive-table td {\n    display: block;\n    text-align: left;\n    padding-left: 12px;\n    position: relative;\n    border: none;\n  }\n  .responsive-table td::before {\n    content: attr(data-label);\n    font-weight: bold;\n    display: block;\n    margin-bottom: 0.5em;\n  }\n  .responsive-table tfoot td {\n    display: block;\n    text-align: left;\n    padding-left: 12px;\n  }\n}\n<\/style>\n\n<table class=\"responsive-table\">\n  <thead>\n    <tr>\n      <th>Data Analyst<\/th>\n      <th>Data Scientist<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td data-label=\"Data Analyst\">\n        <ul>\n          <li>Enjoy working in an advisory capacity<\/li>\n          <li>Create analyses and work directly with specialist departments<\/li>\n          <li>Strong interest in visualization and storytelling<\/li>\n          <li>Build a solid technical foundation (SQL, Excel, BI tools)<\/li>\n          <li>Direct influence on business decisions through comprehensible presentation of data<\/li>\n        <\/ul>\n      <\/td>\n      <td data-label=\"Data Scientist\">\n        <ul>\n          <li>Working deeply in statistics, machine learning and programming<\/li>\n          <li>Enjoy researching, experimenting and supervising long-term projects<\/li>\n          <li>Willing to continuously expand technical skills<\/li>\n          <li>Programming (Python\/R), machine learning, predictive analytics, data pipelines<\/li>\n          <li>Project-related, developing and interdisciplinary<\/li>\n        <\/ul>\n      <\/td>\n    <\/tr>\n  <\/tbody>\n  <tfoot>\n    <tr>\n      <td colspan=\"2\">\n        Note: This table shows which role is more suited to which interests and skills. Areas of responsibility may vary depending on the company and industry.\n      <\/td>\n    <\/tr>\n  <\/tfoot>\n<\/table>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb493c8 elementor-widget elementor-widget-text-editor\" data-id=\"fb493c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Conclusion<\/strong><\/h2>\n<p>Data analyst and data scientist are both excellent career paths - with high demand, good salary opportunities and versatile development opportunities.<\/p>\n<p>If your focus is more on analysis, consulting and business decisions, the Data Analyst path is very attractive.<\/p>\n<p>If you are more interested in modeling, machine learning and automated data processes, the Data Scientist path is probably the better choice.<\/p>\n<p>Ultimately, it depends very much on your strengths, interests and career goals. And: It is possible to start a career without studying - with the right further training, you can easily get into both roles today.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf501ce elementor-align-center elementor-widget__width-auto button-lime-primary elementor-widget elementor-widget-button\" data-id=\"cf501ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/stackfuel.com\/en\/courses\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">All training courses<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36bb430 elementor-widget elementor-widget-text-editor\" data-id=\"36bb430\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\n<h2 class=\"wp-block-heading\"><strong>Difference Data Analyst - Data Scientist - Part 2<\/strong><\/h2>\n\n<p>In Part 2 of the Data Scientist vs. Data Analyst article series, you'll learn more about the average annual salary for Data Analysts and Data Scientists, career stages, requirements for the two jobs, skills needed, and how to master the job entry process. Click here for <a href=\"https:\/\/stackfuel.com\/en\/blog\/data-analyst-und-data-scientist-comparison-2\/\" target=\"_blank\" rel=\"noreferrer noopener\">Part 2 of the series<\/a>.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-661b142 elementor-widget elementor-widget-text-editor\" data-id=\"661b142\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\n<h2 class=\"wp-block-heading\"><strong>Further articles on the topic<\/strong><\/h2>\n\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/how-to-be-a-data-analyst-tasks-requirements-career-start\/\">How do you become a data analyst?<\/a><\/li>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/lateral-entry-as-a-data-analyst-this-is-how-it-works-2\/\">Data Analyst lateral entry<\/a><\/li>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/data-analyst-salary\/\">Data Analyst Salary<\/a><\/li>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/what-it-takes-to-become-a-data-scientist\/\">How can I become a data scientist?<\/a><\/li>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/get-started-with-the-data-scientist-salary\/\">Data Scientist Salary<\/a><\/li>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/business-analyst-vs-data-analyst\/\">Business Analyst vs. Data Analyst<\/a><\/li>\n<li><a href=\"https:\/\/stackfuel.com\/en\/blog\/data-analytics-jobs\/\">Data Analytics Jobs<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Wenn Du an einer Karriere im Bereich Big Data und Datenverarbeitung interessiert bist, f\u00fchrt kein Weg an ihnen vorbei: den hei\u00dfbegehrten Jobrollen Data Analyst und Data Scientist. Obwohl der Hype um Datenexpert:innen nach wie vor riesig ist, ist oft nicht klar, worin der Unterschied zwischen Data Analyst und Data Scientist liegt. Beide arbeiten mit Daten [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":42372,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[5],"tags":[353,503,504,505,506,507,508,509,510,511,512,513,514,515,516,517,518,519,520,409,521],"class_list":["post-42368","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-daten-skills","tag-data-analyst","tag-data-analyst-aufgaben","tag-data-analyst-beruf","tag-data-analyst-data-scientist-unterschiede","tag-data-analyst-einstieg","tag-data-analyst-gehalt","tag-data-analyst-job-2","tag-data-analyst-quereinstieg","tag-data-analyst-vs-data-scientist","tag-data-analyst-warden","tag-data-scientist-3","tag-data-scientist-aufgaben","tag-data-scientist-beruf","tag-data-scientist-data-analyst-karriere","tag-data-scientist-einstieg","tag-data-scientist-gehalt","tag-data-scientist-job-2","tag-data-scientist-quereinstieg","tag-data-scientist-warden","tag-gefoerderte-weiterbildungen","tag-was-unterscheidet-data-analyst-und-data-scientist"],"acf":[],"_links":{"self":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts\/42368","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/comments?post=42368"}],"version-history":[{"count":11,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts\/42368\/revisions"}],"predecessor-version":[{"id":104410,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/posts\/42368\/revisions\/104410"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/media\/42372"}],"wp:attachment":[{"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/media?parent=42368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/categories?post=42368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stackfuel.com\/en\/wp-json\/wp\/v2\/tags?post=42368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}