{"id":116292,"date":"2022-07-11T09:41:13","date_gmt":"2022-07-11T16:41:13","guid":{"rendered":"https:\/\/careerkarma.com\/blog\/?p=116292"},"modified":"2022-07-11T09:41:16","modified_gmt":"2022-07-11T16:41:16","slug":"data-science-certifications","status":"publish","type":"post","link":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/","title":{"rendered":"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook"},"content":{"rendered":"\n<p>Data science certifications offer you a key to one of the most attractive career paths of the 21st century. According to the Bureau of Labor Statistics (BLS), data scientists can expect a <a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/computer-and-information-research-scientists.htm#tab-6\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">22 percent job growth by 2030<\/a>. Getting a certification in data science will help kickstart your career.<\/p>\n\n\n\n<p>There are many certifications for data science for various professionals in the field. This article provides information on the highest-paying data science certifications, resources to prepare you for your data science certification examination, and the best jobs available to you after achieving certification.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-a-professional-certification\">What Is a Professional Certification?<\/h2>\n\n\n\n<p>A professional certification is a professional accreditation that ensures a person&#8217;s ability to do a job or task. Professional societies, colleges, and private certification firms award professional certification. Most certification programs have links with professional bodies, trade organizations, or private vendors who are working to improve industry standards.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-s-the-difference-between-certification-and-a-certificate\">What\u2019s the Difference Between Certification and a Certificate?<\/h2>\n\n\n\n<p>The <a href=\"https:\/\/careerkarma.com\/blog\/certificate-versus-certification\/\">difference between certification and a certificate<\/a> is that certification is the outcome of an evaluation process while a certificate is the outcome of a learning process such as the completion of an undergraduate degree. Previous work experience is usually required for certification, and while certification doesn&#8217;t provide access to a degree, a certificate does.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-is-certification-in-data-science-important\">Why Is Certification in Data Science Important?<\/h2>\n\n\n\n<p>A certification in data science is important because it not only demonstrates that you have valuable technical skills in your field but also authenticates your data science expertise. If you have a certification, recruiters and hiring managers know that you\u2019re eligible and certified to practice according to professional standards.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-best-data-science-certifications-by-salary\">Best Data Science Certifications by Salary<\/h2>\n\n\n\n<table class=\"course-info-table\">\n<thead>\n  <tr>\n    <th>Certification<\/th>\n    <th>Provider<\/th>\n    <th>Average Salary<\/th>\n    <th>Cost<\/th>\n  <\/tr>\n<\/thead>\n<tbody>\n  <tr>\n    <td>Principal Data Scientist<\/td>\n    <td>Data Science Council of America (DASCA)<\/td>\n    <td><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Principal_Data_Scientist%2C_IT\/Salary\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$150,129<\/a><\/td>\n    <td>$1250<\/td>\n  <\/tr>\n  <tr>\n    <td>Senior Data Scientist<\/td>\n    <td>Data Science Council of America (DASCA)<\/td>\n    <td><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Senior-DATA-Scientist-Salary\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$144,441<\/a><\/td>\n    <td>$775<\/td>\n  <\/tr>\n  <tr>\n    <td>Data Curation for SAS Data Scientists<\/td>\n    <td>SAS<\/td>\n    <td><a href=\"https:\/\/www.glassdoor.com\/Salary\/SAS-Institute-Data-Scientist-Salaries-E3807_D_KO14,28.htm\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$140,246<\/a><\/td>\n    <td>$180 <\/td>\n  <\/tr>\n  <tr>\n    <td>AI &amp; Machine Learning Professional<\/td>\n    <td>SAS<\/td>\n    <td><a href=\"https:\/\/www.glassdoor.com\/Salary\/SAS-Institute-Machine-Learning-Developer-Salaries-E3807_D_KO14,40.htm#:~:text=The%20typical%20SAS%20Institute%20Machine,from%20%24127%2C283%20%2D%20%24133%2C961%20per%20year.\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$137,335<\/a><\/td>\n    <td>$180<\/td>\n  <\/tr>\n  <tr>\n    <td>Professional Machine Learning Engineer<\/td>\n    <td>Google<\/td>\n    <td><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Google-Machine-Learning-Salary\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$113,806<\/a><\/td>\n    <td>$200<\/td>\n  <\/tr>\n  <tr>\n    <td>Microsoft Certified: Azure AI Fundamentals<\/td>\n    <td>Microsoft<\/td>\n    <td><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Azure-Fundamentals-Salary\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$99,066<\/a><\/td>\n    <td>$99<\/td>\n  <\/tr>\n  <tr>\n    <td>Professional Data Engineer<\/td>\n    <td>Google<\/td>\n    <td><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Engineer\/Salary\/0df02f48\/Google-Cloud-Platform-GCP\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$97,602<\/a><\/td>\n    <td>$200<\/td>\n  <\/tr>\n  <tr>\n    <td>Microsoft Certified: Azure Data Scientist Associate<\/td>\n    <td>Microsoft<\/td>\n    <td><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Scientist\/Salary\/da640ea9\/Microsoft-Azure\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$95,102<\/a><\/td>\n    <td>$165<\/td>\n  <\/tr>\n  <tr>\n    <td>Advanced Programming Professional <\/td>\n    <td>SAS<\/td>\n    <td><a href=\"https:\/\/www.payscale.com\/research\/US\/Certification=SAS_Certified_Advanced_Programmer_for_SAS_9\/Salary\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$91,000<\/a><\/td>\n    <td>$180<\/td>\n  <\/tr>\n  <tr>\n    <td>CompTIA Linux+<\/td>\n    <td>CompTIA<\/td>\n    <td><a href=\"https:\/\/www.payscale.com\/research\/US\/Certification=CompTIA_Linux%2B\/Salary\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">$78,000<\/a><\/td>\n    <td>$348<\/td>\n  <\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Best Data Science Certifications to Further Your Career<\/h2>\n\n\n<div id=\"accordions-116293\" class=\"accordions-116293 accordions\" data-accordions={&quot;lazyLoad&quot;:true,&quot;id&quot;:&quot;116293&quot;,&quot;event&quot;:&quot;click&quot;,&quot;collapsible&quot;:&quot;true&quot;,&quot;heightStyle&quot;:&quot;content&quot;,&quot;animateStyle&quot;:&quot;swing&quot;,&quot;animateDelay&quot;:1000,&quot;navigation&quot;:true,&quot;active&quot;:999,&quot;expandedOther&quot;:&quot;no&quot;}>\r\n                <div id=\"accordions-lazy-116293\" class=\"accordions-lazy\" accordionsId=\"116293\">\r\n                    <\/div>\r\n\r\n    <div class=\"items\"  style=\"display:none\" >\r\n    \r\n            <div post_id=\"116293\" itemcount=\"0\"  header_id=\"header-1657441846735\" id=\"header-1657441846735\" style=\"\" class=\"accordions-head head1657441846735 border-none\" toggle-text=\"\" main-text=\"Principal Data Scientist | DASCA\">\r\n                                    <span id=\"accordion-icons-1657441846735\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657441846735\" class=\"accordions-head-title\">Principal Data Scientist | DASCA<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657441846735 \">\r\n                <p><span style=\"font-weight: 400\">The Principal Data Scientist certification is the most widely acknowledged affirmation of a professional data scientist\u2019s ability to deploy cutting-edge data science and analytics technology in novel ways. It concentrates on advanced data science approaches in business, government, security, research, and more.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Principal Data Scientist Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Principal_Data_Scientist%2C_IT\/Salary\"><span style=\"font-weight: 400\">$150,129<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $850 for invite-only applicants, $1250 for open applications<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Minimum of 10 years data science experience<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Does not expire<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> 100 minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Professionals who work with data analytics and data intelligence<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Principal Data Scientist<\/span><\/h4>\n<ul>\n<li><b>Lead Data Scientist: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Lead_Data_Scientist\/Salary\"><span style=\"font-weight: 400\">$136,819<\/span><\/a><\/li>\n<li><b>Big Data Data Scientist: <\/b><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Data-Scientist-Big-Data-Salary\"><span style=\"font-weight: 400\">$136,709<\/span><\/a><\/li>\n<li><b>Machine Learning Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Machine_Learning_Engineer\/Salary\/d9804a76\/Machine-Learning\"><span style=\"font-weight: 400\">$114,338<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"1\"  header_id=\"header-1657441897517\" id=\"header-1657441897517\" style=\"\" class=\"accordions-head head1657441897517 border-none\" toggle-text=\"\" main-text=\"Senior Data Scientist | Data Science Council of America (DASCA)\">\r\n                                    <span id=\"accordion-icons-1657441897517\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657441897517\" class=\"accordions-head-title\">Senior Data Scientist | Data Science Council of America (DASCA)<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657441897517 \">\r\n                <p><span style=\"font-weight: 400\">The Senior Data Scientist (SDS) is a certification for big data analysts and professionals who want to demonstrate their data leadership potential and cutting-edge data science skills. The program is divided into five tracks, each of which has its own educational and professional experience requirements.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">\u00a0Senior Data Scientist Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary: <\/b><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Senior-DATA-Scientist-Salary\"><span style=\"font-weight: 400\">$144,441<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $775<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Candidates must be well-versed in 4IR technological advancements<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Five years<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> 100 minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Smart technology experts with at least five years of research and analytics experience<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Senior Data Scientist<\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400\"><b>Data Architect: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Architect\/Salary\"><span style=\"font-weight: 400\">$123,344<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Systems Architect: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Systems_Architect\/Salary\"><span style=\"font-weight: 400\">$117,582<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Business Intelligence (BI) Developer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Business_Intelligence_(BI)_Developer\/Salary\"><span style=\"font-weight: 400\">$82,885<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"2\"  header_id=\"header-1657441947535\" id=\"header-1657441947535\" style=\"\" class=\"accordions-head head1657441947535 border-none\" toggle-text=\"\" main-text=\"Data Curation for SAS Data Scientists\u00a0 | SAS\">\r\n                                    <span id=\"accordion-icons-1657441947535\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657441947535\" class=\"accordions-head-title\">Data Curation for SAS Data Scientists\u00a0 | SAS<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657441947535 \">\r\n                <p><span style=\"font-weight: 400\">The Data Curation for SAS Data Scientists combines skills in data curation, advanced analytics, and machine learning. Applicants must get a score of at least 67 percent on the SAS exam to achieve this certification.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Data Curation for SAS Data Scientists Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.glassdoor.com\/Salary\/SAS-Institute-Data-Scientist-Salaries-E3807_D_KO14,28.htm\"><span style=\"font-weight: 400\">$140,246<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $180 per exam<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Prior knowledge of the fundamentals of SAS programming and SQL processing<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Does not expire<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> 110 minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Statistical analysis professionals looking to gain experience with SAS Data Management analysis tools and apps<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Data Curation for SAS Data Scientists<\/span><\/h4>\n<ul>\n<li><b>NLP Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=NLP_(Natural_Language_Processing)_Engineer\/Salary\/30484a51\/Natural-Language-Processing-NLP\"><span style=\"font-weight: 400\">$101,016<\/span><\/a><\/li>\n<li><b>Data Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Engineer\/Salary\"><span style=\"font-weight: 400\">$93,560<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Database Developer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Database_Developer\/Salary\"><span style=\"font-weight: 400\">$78,401<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"3\"  header_id=\"header-1657441996602\" id=\"header-1657441996602\" style=\"\" class=\"accordions-head head1657441996602 border-none\" toggle-text=\"\" main-text=\"AI &amp; Machine Learning Professional | SAS\">\r\n                                    <span id=\"accordion-icons-1657441996602\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657441996602\" class=\"accordions-head-title\">AI &amp; Machine Learning Professional | SAS<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657441996602 \">\r\n                <p><span style=\"font-weight: 400\">The SAS Certified AI & Machine Learning Professional is created for those who want to gain skills in analyzing data with open source and SAS source tools. To acquire the AI & Machine Learning professional title, you must complete the SAS Certified Specialist tests in machine learning, forecasting and optimization, natural language processing, and computer vision.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">AI & Machine Learning Professional Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.glassdoor.com\/Salary\/SAS-Institute-Machine-Learning-Developer-Salaries-E3807_D_KO14,40.htm#:~:text=The%20typical%20SAS%20Institute%20Machine,from%20%24127%2C283%20%2D%20%24133%2C961%20per%20year.\"><span style=\"font-weight: 400\">$137,335<\/span><\/a><\/li>\n<li><b>Cost: <\/b><span style=\"font-weight: 400\">$180 per exam<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Strong background in SAS Visual Data Mining and Machine Learning tools<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Does not expire<\/span><\/li>\n<li><b>Exam Length: <\/b><span style=\"font-weight: 400\">90-110 minutes per exam.<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> People who have a foundation in applied mathematics<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With AI & Machine Learning Professional<\/span><\/h4>\n<ul>\n<li><b>Machine Learning Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Machine_Learning_Engineer\/Salary\"><span style=\"font-weight: 400\">$113,291<\/span><\/a><\/li>\n<li><b>Consultant, Learning and Development: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Consultant%2C_Learning_and_Development\/Salary\"><span style=\"font-weight: 400\">$79,962<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Learning and Development Specialist: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Learning_and_Development_Specialist\/Salary\"><span style=\"font-weight: 400\">$63,863<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"4\"  header_id=\"header-1657442045498\" id=\"header-1657442045498\" style=\"\" class=\"accordions-head head1657442045498 border-none\" toggle-text=\"\" main-text=\"Professional Machine Learning Engineer | Google\">\r\n                                    <span id=\"accordion-icons-1657442045498\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442045498\" class=\"accordions-head-title\">Professional Machine Learning Engineer | Google<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442045498 \">\r\n                <p><span style=\"font-weight: 400\">Google\u2019s Professional Machine Learning Engineer certification program guides you through three tracks, each of which focuses heavily on data analysis and the Google Cloud Platform. The exam measures your abilities to frame machine learning challenges, develop machine learning models, and automate and orchestrate machine learning pipelines in Google Cloud.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Professional Machine Learning Engineer Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Google-Machine-Learning-Salary\"><span style=\"font-weight: 400\">$113,806<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $200<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Three years of industry experience (recommended)<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Two years<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> Two hours<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Developers with a basic understanding of machine learning models<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Professional Machine Learning Engineer<\/span><\/h4>\n<ul>\n<li><b>Machine Learning Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Machine_Learning_Engineer\/Salary\"><span style=\"font-weight: 400\">$113,291<\/span><\/a><\/li>\n<li><b>Software Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Software_Engineer\/Salary\"><span style=\"font-weight: 400\">$88,896<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Software Developer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Software_Developer\/Salary\"><span style=\"font-weight: 400\">$73,967<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"5\"  header_id=\"header-1657442102953\" id=\"header-1657442102953\" style=\"\" class=\"accordions-head head1657442102953 border-none\" toggle-text=\"\" main-text=\"Microsoft Certified: Azure AI Fundamentals | Microsoft\">\r\n                                    <span id=\"accordion-icons-1657442102953\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442102953\" class=\"accordions-head-title\">Microsoft Certified: Azure AI Fundamentals | Microsoft<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442102953 \">\r\n                <p><span style=\"font-weight: 400\">The Azure AI Fundamentals certification from Microsoft verifies your understanding of various machine learning and AI topics and how they apply to Microsoft Azure services, such as Azure machine learning. A solid understanding of the fundamentals of AI can help you kickstart your data science career and prepare you to explore the numerous technological options Azure has to provide.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Microsoft Certified: Azure AI Fundamentals Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Azure-Fundamentals-Salary\"><span style=\"font-weight: 400\">$99,066<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $99<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Programming knowledge (recommended)<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> One year<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> 45 minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> People new to AI<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Microsoft Certified: Azure AI Fundamentals<\/span><\/h4>\n<ul>\n<li><b>Azure Developer: <\/b><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Azure-Developer-Salary\"><span style=\"font-weight: 400\">$133,476<\/span><\/a><\/li>\n<li><b>Senior Systems Engineer:<\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Senior_Systems_Engineer\/Salary\/80fddeb6\/Microsoft-Azure\"> <span style=\"font-weight: 400\">$102,652<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Data Scientist: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Scientist\/Salary\/da640ea9\/Microsoft-Azure\"><span style=\"font-weight: 400\">$95,102\u00a0<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"6\"  header_id=\"header-1657442149430\" id=\"header-1657442149430\" style=\"\" class=\"accordions-head head1657442149430 border-none\" toggle-text=\"\" main-text=\"Professional Data Engineer | Google\">\r\n                                    <span id=\"accordion-icons-1657442149430\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442149430\" class=\"accordions-head-title\">Professional Data Engineer | Google<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442149430 \">\r\n                <p><span style=\"font-weight: 400\">The Google Professional Data Engineer certification program educates you on how to gather, process, and distribute data to make data-driven decisions. It also puts your GCP expertise in machine learning workloads and models to the test, from design to operation to security.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Professional Data Engineer Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Engineer\/Salary\/0df02f48\/Google-Cloud-Platform-GCP\"><span style=\"font-weight: 400\"> $97,602<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $200<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Three years of industry experience (recommended)<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Two years<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> Two hours<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Data scientists looking for new ways to apply their skills<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Professional Data Engineer<\/span><\/h4>\n<ul>\n<li><b>Analytics Manager: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Analytics_Manager\/Salary\"><span style=\"font-weight: 400\">$100,315<\/span><\/a><\/li>\n<li><b>Software Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Software_Engineer\/Salary\"><span style=\"font-weight: 400\">$88,896<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>SQL Developer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=SQL_Developer\/Salary\"><span style=\"font-weight: 400\">$76,436<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"7\"  header_id=\"header-1657442195793\" id=\"header-1657442195793\" style=\"\" class=\"accordions-head head1657442195793 border-none\" toggle-text=\"\" main-text=\"Microsoft Certified: Azure Data Scientist Associate | Microsoft\">\r\n                                    <span id=\"accordion-icons-1657442195793\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442195793\" class=\"accordions-head-title\">Microsoft Certified: Azure Data Scientist Associate | Microsoft<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442195793 \">\r\n                <p><span style=\"font-weight: 400\">The Microsoft Certified: Azure Data Scientist Associate certification develops your complete knowledge of machine learning to develop and run machine learning tasks on Azure. This certification involves running data experiments and models to ensure data science professionals can manage, optimize, and deploy various machine learning models into production.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Microsoft Certified: Azure Data Scientist Associate Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Scientist\/Salary\/da640ea9\/Microsoft-Azure\"><span style=\"font-weight: 400\">$95,102<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $165<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Knowledge of data science and Azure (recommended)<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> One year<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> 100 minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Data scientists who work with predictive modeling algorithms<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Microsoft Certified: Azure Data Scientist Associate<\/span><\/h4>\n<ul>\n<li><b>Data Scientist: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Scientist\/Salary\/da640ea9\/Microsoft-Azure\"><span style=\"font-weight: 400\">$95,102<\/span><\/a><\/li>\n<li><b>Data Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Engineer\/Salary\/8052fb9c\/Microsoft-Azure\"><span style=\"font-weight: 400\">$94,358<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Software Engineer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Software_Engineer\/Salary\/484f2d36\/Microsoft-Azure\"><span style=\"font-weight: 400\">$89,973<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"8\"  header_id=\"header-1657442243452\" id=\"header-1657442243452\" style=\"\" class=\"accordions-head head1657442243452 border-none\" toggle-text=\"\" main-text=\"Advanced Programming Professional for SAS 9 | SAS\">\r\n                                    <span id=\"accordion-icons-1657442243452\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442243452\" class=\"accordions-head-title\">Advanced Programming Professional for SAS 9 | SAS<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442243452 \">\r\n                <p><span style=\"font-weight: 400\">This certification teaches professionals to use SQL, the SAS Macro feature, and advanced coding techniques including arrays, hash objects, and PROC FCMP. During the exams, you'll be granted access to the SAS software. Applicants should have prior programming knowledge of SAS 9.4.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">\u00a0Advanced Programming Professional for SAS 9 Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Certification=SAS_Certified_Advanced_Programmer_for_SAS_9\/Salary\"><span style=\"font-weight: 400\">$91,000<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $180<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Knowledge of SAS coding (recommended)<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Does not expire<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> Two hours and five minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Professionals with a foundation in SAS 9<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With Advanced Programming Professional for SAS 9<\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400\"><b>Senior Data Scientist: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Senior_Data_Scientist\/Salary\"><span style=\"font-weight: 400\">$128,060<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>SAS Certified Data Scientist:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Data_Scientist\/Salary\/96092cd5\/SAS\"><span style=\"font-weight: 400\">$92,425<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>SAS Certified Advanced Programmer: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Certification=SAS_Certified_Advanced_Programmer_for_SAS_9\/Salary?loggedIn\"><span style=\"font-weight: 400\">$91,000\u00a0<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    \r\n            <div post_id=\"116293\" itemcount=\"9\"  header_id=\"header-1657442287865\" id=\"header-1657442287865\" style=\"\" class=\"accordions-head head1657442287865 border-none\" toggle-text=\"\" main-text=\"CompTIA Linux+ | CompTIA\">\r\n                                    <span id=\"accordion-icons-1657442287865\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442287865\" class=\"accordions-head-title\">CompTIA Linux+ | CompTIA<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442287865 \">\r\n                <p><span style=\"font-weight: 400\">CompTIA Linux+ certifies a system administrator's ability to support Linux systems in their early career. The Linux command line, basic maintenance, installing and configuring workstations, and networking all cover the CompTIA Linux+.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">CompTIA Linux+ Overview<\/span><\/h4>\n<ul>\n<li><b>Average Salary:<\/b> <a href=\"https:\/\/www.payscale.com\/research\/US\/Certification=CompTIA_Linux%2B\/Salary\"><span style=\"font-weight: 400\">$78,000<\/span><\/a><\/li>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $348<\/span><\/li>\n<li><b>Requirements:<\/b><span style=\"font-weight: 400\"> Linux admin experience, CompTIA Network+ certification, and CompTIA A+ certification (recommended)<\/span><\/li>\n<li><b>Valid For:<\/b><span style=\"font-weight: 400\"> Three years<\/span><\/li>\n<li><b>Exam Length:<\/b><span style=\"font-weight: 400\"> 90 minutes<\/span><\/li>\n<li><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> IT professionals who intend to use Linux<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400\">Potential Careers With CompTIA Linux+<\/span><\/h4>\n<ul>\n<li><b>Linux Systems Administrator: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Certification=CompTIA_Linux%2B\/Salary\"><span style=\"font-weight: 400\">$78,000<\/span><\/a><\/li>\n<li><b>Cyber Security Analyst: <\/b><a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Cyber_Security_Analyst\/Salary\"><span style=\"font-weight: 400\">$77,381<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><b>Comptia Security: <\/b><a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Comptia-Security-Salary\"><span style=\"font-weight: 400\">$67,132<\/span><\/a><\/li>\n<\/ul>\n            <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n            <\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How to Choose the Best Data Science Certification for Your Career<\/h2>\n\n\n\n<p>Selecting the best data science certification for your career can be challenging. Researching job requirements and understanding your own abilities and interests are some factors to consider. Continue reading for some pointers to assist you in selecting the best data science certification.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Review Job Specifications<\/h3>\n\n\n\n<p>Discover what you&#8217;ll need to meet the precise requirements for the job you seek. Several data science occupations demand specialized knowledge. Machine learning, coding, creativity, communication, and data visualization are skills you are likely to find in data science.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Analyze Your Abilities<\/h3>\n\n\n\n<p>Since you&#8217;ll be dealing with projects that need knowledge in data science, with little or no time to review basic concepts, you need to analyze your abilities to know what type of job will be best suited for you. Most certifications come with specialized training that allows you to learn new skills or sharpen existing ones.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Know What Topics You\u2019re Interested In<\/h3>\n\n\n\n<p>A data science certification program may focus on a single area of data science or a certain set of abilities, like machine learning and AI or Azure. Project-based and hands-on jobs make up the majority of data science careers, and having specialized knowledge will help you in your career search.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Which Data Science Certifications Pay the Most?<\/h2>\n\n\n\n<p>The data science certifications that pay the most are Principal Data Scientist, Senior Data Scientist (SDS), SAS Certified AI and Machine Learning Professional, and Data Curation for SAS Data Scientists.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Highest-Paying Data Science Certifications<\/h3>\n\n\n\n<ol class=\"wp-block-list\"><li><strong>Principal Data Scientist: <\/strong>$150,129<\/li><li><strong>Senior Data Scientist (SDS): <\/strong>$144,441<\/li><li><strong>Data Curation for SAS Data Scientists: <\/strong>$140,246<\/li><li><strong>SAS Certified AI and Machine Learning Professional:<\/strong> $137,335<\/li><li><strong>Professional Machine Learning Engineer: <\/strong>$113,806<\/li><\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Which Data Science Certifications Are the Best for Beginners?<\/h2>\n\n\n\n<p>The data science certifications that are the best for beginners are Microsoft Certified: Azure Fundamentals, SAS Base Programming Specialist, and CompTIA A+<strong>. <\/strong>These certifications help you grasp the fundamentals of systems like Microsoft Azure and SAS and give you skills you can extend out into software, hardware, networking, and even cyber security.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Best College Certificate Programs<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;*subject-grad-undergrad-certificate<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">How to Prepare for Your Data Science Certification Exam<\/h2>\n\n\n\n<p>After you decide on the right data science certification for you, you need to prepare effectively for the exam. You might enroll in recommended data science exam prep courses to equip yourself with adequate knowledge and hands-on experience to pass the exam. It\u2019s recommended to take practice tests before the actual exam if they are available.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Best Courses to Prepare for Data Science Certification Exams<\/h2>\n\n\n\n<p>There are various data science prep courses available to prepare you for your certification exam. While some of them are free and self-paced, others are paid, and instructor led. You may consider any of the following data science training courses that are suitable for your upcoming exam.<\/p>\n\n\n<div id=\"accordions-116294\" class=\"accordions-116294 accordions\" data-accordions={&quot;lazyLoad&quot;:true,&quot;id&quot;:&quot;116294&quot;,&quot;event&quot;:&quot;click&quot;,&quot;collapsible&quot;:&quot;true&quot;,&quot;heightStyle&quot;:&quot;content&quot;,&quot;animateStyle&quot;:&quot;swing&quot;,&quot;animateDelay&quot;:1000,&quot;navigation&quot;:true,&quot;active&quot;:999,&quot;expandedOther&quot;:&quot;no&quot;}>\r\n                <div id=\"accordions-lazy-116294\" class=\"accordions-lazy\" accordionsId=\"116294\">\r\n                    <\/div>\r\n\r\n    <div class=\"items\"  style=\"display:none\" >\r\n    \r\n            <div post_id=\"116294\" itemcount=\"0\"  header_id=\"header-1657442459410\" id=\"header-1657442459410\" style=\"\" class=\"accordions-head head1657442459410 border-none\" toggle-text=\"\" main-text=\"Data Science | General Assembly\">\r\n                                    <span id=\"accordion-icons-1657442459410\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442459410\" class=\"accordions-head-title\">Data Science | General Assembly<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442459410 \">\r\n                <ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $3,748<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Duration:<\/b><span style=\"font-weight: 400\"> 60 hours<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Best Suited For: <\/b><span style=\"font-weight: 400\">Data Curation for SAS Data Scientists, AI & Machine Learning Professional<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">This course focuses on getting you acquainted with essential tools you will need as a data scientist. Its pre-course prep lessons make it suitable for beginners who are just starting out in the data science world.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116294\" itemcount=\"1\"  header_id=\"header-1657442486549\" id=\"header-1657442486549\" style=\"\" class=\"accordions-head head1657442486549 border-none\" toggle-text=\"\" main-text=\"Data Science with Python\u00a0 | Simplilearn\">\r\n                                    <span id=\"accordion-icons-1657442486549\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442486549\" class=\"accordions-head-title\">Data Science with Python\u00a0 | Simplilearn<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442486549 \">\r\n                <ul>\n<li><b>Cost: <\/b><span style=\"font-weight: 400\">$799<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Duration:<\/b><span style=\"font-weight: 400\"> 68 hours<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Best Suited For: <\/b><span style=\"font-weight: 400\">Data Curation for SAS Data Scientists<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Since Python is one of the crucial languages in data science, this course concentrates on the advanced analytics tools and techniques of Python as well as resources for machine learning. It also helps you master data science concepts like data wrangling, data visualization, and machine learning through months of access to a practice lab and four hands-on projects.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116294\" itemcount=\"2\"  header_id=\"header-1657442513455\" id=\"header-1657442513455\" style=\"\" class=\"accordions-head head1657442513455 border-none\" toggle-text=\"\" main-text=\"DeepLearning.AI TensorFlow | Coursera\">\r\n                                    <span id=\"accordion-icons-1657442513455\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442513455\" class=\"accordions-head-title\">DeepLearning.AI TensorFlow | Coursera<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442513455 \">\r\n                <ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> Free<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Duration:<\/b><span style=\"font-weight: 400\"> Self-paced<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> TensorFlow Developer Certificate, Google TensorFlow Certificate exam<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">This course teaches the best deep learning and AI practices for TensorFlow. It covers how to apply machine learning skills to building and training models and neural networks using TensorFlow. It also explores how to make machines understand, analyze and respond to human speech through natural language processing systems.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116294\" itemcount=\"3\"  header_id=\"header-1657442543792\" id=\"header-1657442543792\" style=\"\" class=\"accordions-head head1657442543792 border-none\" toggle-text=\"\" main-text=\"Introduction to Machine Learning with PyTorch | Udacity\">\r\n                                    <span id=\"accordion-icons-1657442543792\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442543792\" class=\"accordions-head-title\">Introduction to Machine Learning with PyTorch | Udacity<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442543792 \">\r\n                <ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $399 per month, $1,017 for three months<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Duration:<\/b><span style=\"font-weight: 400\"> Three months<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Best Suited For: <\/b><span style=\"font-weight: 400\">AI & Machine Learning Professional<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">This course equips you with practical experience in machine learning algorithms, data cleaning, and model construction. It helps you understand the foundational principles of neural network design and training in PyTorch. It requires intermediate <\/span><a href=\"https:\/\/careerkarma.com\/blog\/how-to-learn-python\/\"><span style=\"font-weight: 400\">Python programming skills<\/span><\/a><span style=\"font-weight: 400\"> and basic knowledge of probability and statistics.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116294\" itemcount=\"4\"  header_id=\"header-1657442572072\" id=\"header-1657442572072\" style=\"\" class=\"accordions-head head1657442572072 border-none\" toggle-text=\"\" main-text=\"Data Science and AI\u00a0 | Intellipaat\">\r\n                                    <span id=\"accordion-icons-1657442572072\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442572072\" class=\"accordions-head-title\">Data Science and AI\u00a0 | Intellipaat<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442572072 \">\r\n                <ul>\n<li><b>Cost:<\/b><span style=\"font-weight: 400\"> $1,799<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Duration:<\/b><span style=\"font-weight: 400\"> Seven months<\/span><\/li>\n<li style=\"font-weight: 400\"><b>Best Suited For:<\/b><span style=\"font-weight: 400\"> Microsoft Certified: Azure Data Scientist Associate, AI & Machine Learning Professional<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">This course helps you master machine learning, deep learning, and artificial intelligence skills. In this course, you will explore essential data science tools like Excel, TensorFlow, and Power BI among others.<\/span><\/p>\n            <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n            <\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Other Resources to Prepare for Your Data Science Certification Exams<\/h2>\n\n\n\n<p>There are many resources you can use as your data science certification exam preparation kit. These range from free prep courses to paid options. Below are some helpful resources to help you prepare for your data science certification.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Udemy<\/h3>\n\n\n\n<p>Udemy is a top-rated website that provides one of the best data science courses to prepare you for your data science certification exam. The instructors are experts who teach the theoretical and practical aspects of data science. You also have access to quizzes and exercises that improve your understanding of data science.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Udemy Overview<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Type of Resource<\/strong>: Website<\/li><li><strong>Cost<\/strong>: $94.99<\/li><li><strong>Ideal For:<\/strong> Beginners and professionals<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Practical Statistics For Data Scientists<\/h3>\n\n\n\n<p>Practical Statistics For Data Scientists explains statistics in a simplified manner from a data scientist&#8217;s perspective and provides a guide on the practical application of statistics to data science. It also explains possible mistakes a data scientist may make in the application of statistics and teaches how to avoid such mistakes.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Practical Statistics For Data Scientists Overview<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Type of Resource<\/strong>: Book<\/li><li><strong>Cost<\/strong>: $15.68<\/li><li><strong>Ideal For<\/strong>: Beginners and professionals<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Kaggle<\/h3>\n\n\n\n<p>Kaggle is the world&#8217;s largest online community for data scientists. Kaggle offers free access to online resources that will help you prepare for a data certification exam. In Kaggle, you have unlimited access to notebooks, datasets, information, and new coding tricks. You also get to compete with other data scientists and challenge yourself with real data science projects.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Kaggle Overview<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Type of Resource<\/strong>: Online community<\/li><li><strong>Cost<\/strong>: Free<\/li><li><strong>Ideal For: <\/strong>Professionals looking for the newest data science updates<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">IBM Data Science Community<\/h3>\n\n\n\n<p>IBM Data Science Community is a fully online community that provides knowledge in the most crucial aspects of data science. You also have access to updates, blog posts, and group discussions where new updates about data science are shared.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">IBM Data Science Community Overview<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Type of Resource<\/strong>: Online community<\/li><li><strong>Cost<\/strong>: Free<\/li><li><strong>Ideal For: <\/strong>Professionals looking for the newest data science updates<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Python For Data Analysts<\/h3>\n\n\n\n<p>Python for Data Analysts is a book by Wes McKinney. It explains the essentials of manipulating and processing data in Python. It also provides a practical guide to help you solve a broad set of data in Python language. The book also simplifies basic and advanced Numerical Python and provides practical examples of how to solve data problems.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Python For Data Analysts Overview<\/h4>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Type of Resource<\/strong>: Book<\/li><li><strong>Cost<\/strong>: $40.70<\/li><li><strong>Ideal For: <\/strong>Beginners<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Best Online Courses<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;online-*subject-courses<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data Science Job Outlook and Average Salary<\/h2>\n\n\n\n<p>According to BLS, the growth rate of <a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/computer-and-information-research-scientists.htm#tab-6\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">data science-related jobs <\/a>within the next ten years is 22 percent. This is due to the world&#8217;s growing dependence on data science and the high pay for data science jobs. The <a href=\"https:\/\/www.bls.gov\/ooh\/computer-and-information-technology\/computer-and-information-research-scientists.htm#tab-5\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">average salary of a data scientist<\/a> is $131,490 according to BLS.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Best Data Science Jobs After Certification<\/h2>\n\n\n\n<p>The best data science jobs available to students after certification include database developer, statistician, database architect, database administrator, and operation research analyst.<\/p>\n\n\n<div id=\"accordions-116295\" class=\"accordions-116295 accordions\" data-accordions={&quot;lazyLoad&quot;:true,&quot;id&quot;:&quot;116295&quot;,&quot;event&quot;:&quot;click&quot;,&quot;collapsible&quot;:&quot;true&quot;,&quot;heightStyle&quot;:&quot;content&quot;,&quot;animateStyle&quot;:&quot;swing&quot;,&quot;animateDelay&quot;:1000,&quot;navigation&quot;:true,&quot;active&quot;:999,&quot;expandedOther&quot;:&quot;no&quot;}>\r\n                <div id=\"accordions-lazy-116295\" class=\"accordions-lazy\" accordionsId=\"116295\">\r\n                    <\/div>\r\n\r\n    <div class=\"items\"  style=\"display:none\" >\r\n    \r\n            <div post_id=\"116295\" itemcount=\"0\"  header_id=\"header-1657442762438\" id=\"header-1657442762438\" style=\"\" class=\"accordions-head head1657442762438 border-none\" toggle-text=\"\" main-text=\"Database Developer | Average Salary: $110,140\">\r\n                                    <span id=\"accordion-icons-1657442762438\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442762438\" class=\"accordions-head-title\">Database Developer | Average Salary: $110,140<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442762438 \">\r\n                <p><span style=\"font-weight: 400\">A database developer is a software developer who specializes in designing, developing, testing, and maintaining software that processes and stores large amounts of information that can be easily retrieved by users. A database developer must have excellent analytical skills and in-depth knowledge of database designs and structure.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Best Certification for the Job Role<\/span><\/h4>\n<p><b>IBM Certified Database Administrator DB2:<\/b><span style=\"font-weight: 400\"> IBM certification is recognized worldwide, and the certification process helps database developers boost their skillset and their efficiency.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116295\" itemcount=\"1\"  header_id=\"header-1657442790013\" id=\"header-1657442790013\" style=\"\" class=\"accordions-head head1657442790013 border-none\" toggle-text=\"\" main-text=\"Statistician | Average Salary : $96,280\">\r\n                                    <span id=\"accordion-icons-1657442790013\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442790013\" class=\"accordions-head-title\">Statistician | Average Salary : $96,280<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442790013 \">\r\n                <p><span style=\"font-weight: 400\">A statistician designs surveys and experiments for data collection. Statisticians analyze numerical data and statistical methods and point out important data and patterns required to make a decision.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Best Certification for the Job Role<\/span><\/h4>\n<p><b>Accredited Professional Statistician (PStat): <\/b><span style=\"font-weight: 400\">The PStat certification is recognized worldwide and is specifically for experts in statistics.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116295\" itemcount=\"2\"  header_id=\"header-1657442819655\" id=\"header-1657442819655\" style=\"\" class=\"accordions-head head1657442819655 border-none\" toggle-text=\"\" main-text=\"Data Architect | Average Salary: $98,860\">\r\n                                    <span id=\"accordion-icons-1657442819655\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442819655\" class=\"accordions-head-title\">Data Architect | Average Salary: $98,860<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442819655 \">\r\n                <p><span style=\"font-weight: 400\">Data architects use coding skills to build a company's database framework by identifying structural and installation solutions to ensure easy storage and retrieval of a company's data. As an entry-level data architect, you must have strong mathematical, analytical, and statistical skills.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Best Certification for the Job Role<\/span><\/h4>\n<p><b>IBM Certified Solution Architect - Data Warehouse V1: <\/b><span style=\"font-weight: 400\">This certification is essential for data architects and covers the crucial aspects of data architecture you need for your data science career path.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116295\" itemcount=\"3\"  header_id=\"header-1657442845131\" id=\"header-1657442845131\" style=\"\" class=\"accordions-head head1657442845131 border-none\" toggle-text=\"\" main-text=\"Database Administrator | Average Salary: $98,860\">\r\n                                    <span id=\"accordion-icons-1657442845131\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442845131\" class=\"accordions-head-title\">Database Administrator | Average Salary: $98,860<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442845131 \">\r\n                <p><span style=\"font-weight: 400\">Database administrators ensure the functionality and security of a database. They are also responsible for troubleshooting problems in an existing database and ensuring the proper management of data.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Best Certification for the Job Role<\/span><\/h4>\n<p><b>IBM Certified Database Administrator DB2: <\/b><span style=\"font-weight: 400\">This certification is the best certification to possess as a professional in database administration.<\/span><\/p>\n            <\/div>\r\n    \r\n            <div post_id=\"116295\" itemcount=\"4\"  header_id=\"header-1657442870251\" id=\"header-1657442870251\" style=\"\" class=\"accordions-head head1657442870251 border-none\" toggle-text=\"\" main-text=\"Operation Research Analyst | Average Salary: $82,360\">\r\n                                    <span id=\"accordion-icons-1657442870251\" class=\"accordion-icons\">\r\n                        <span class=\"accordion-icon-active accordion-plus\"><i class=\"fas fa-chevron-up\"><\/i><\/span>\r\n                        <span class=\"accordion-icon-inactive accordion-minus\"><i class=\"fas fa-chevron-right\"><\/i><\/span>\r\n                    <\/span>\r\n                    <span id=\"header-text-1657442870251\" class=\"accordions-head-title\">Operation Research Analyst | Average Salary: $82,360<\/span>\r\n                            <\/div>\r\n            <div class=\"accordion-content content1657442870251 \">\r\n                <p><span style=\"font-weight: 400\">An operation research analyst or data analyst helps clients make business decisions by gathering and analyzing data. A data analyst must have in-depth knowledge of mathematics and data analytical skills.<\/span><\/p>\n<h4><span style=\"font-weight: 400\">Best Certification for the Job Role<\/span><\/h4>\n<p><b>Six Sigma Green Belt Certification: <\/b><span style=\"font-weight: 400\">This is the most common certification amongst operation research analysts and anyone looking to start a career as an operation research analyst should get this certification.<\/span><\/p>\n            <\/div>\r\n    <\/div>\r\n\r\n\r\n\r\n            <\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Best Data Science Associations<\/h2>\n\n\n\n<p>The best data science certification associations are the Digital Analytics Association (DAA), the American Statistical Association (ASA), and the Institute for Operations Research and Management Sciences (IFORMS). Continue reading as we look at what these data science associations can offer you.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Digital Analytics Association (DAA)<\/h3>\n\n\n\n<p>The DAA is an internationally recognized data analytics non-profit association that aims to advance data research to improve the digital world. The DAA provides a professional network platform for its members to connect and also offers professional development resources through free educational webinars and digital analytics cookbooks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">American Statistical Association (ASA)<\/h3>\n\n\n\n<p>The ASA is the largest association of statisticians. Being a member of this association helps you connect with other statisticians and data scientists working in various sectors. ASA organizes professional development programs, professional accreditation, webinars, and awards for its members.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Institute for Operations Research and the Management Sciences (INFORMS)<\/h3>\n\n\n\n<p>INFORMS is the leading international association for operation research and analytical professionals. Being an INFORMS member gives you access to connect to academic and industrial experts whom you can learn from. Members also have access to discounted journals that discuss diverse areas of data science and new updates in the field.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Are Data Science Certifications Worth It?<\/h2>\n\n\n\n<p>Yes, data science certifications are worth it because they give you credibility and increase your chances of getting top-paying jobs in the field. A Pearson study revealed that 51 percent of employers believe that certifications improve the interview process while <a href=\"https:\/\/home.pearsonvue.com\/voc\" target=\"_blank\" rel=\"noopener\" rel=\"nofollow\">71 percent of employers encourage applicants to get a certification<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Additional Reading About Data Science<\/h2>\n\n\n\n<p>[query_class_embed]&nbsp;https:\/\/careerkarma.com\/blog\/introduction-to-data-science\/ https:\/\/careerkarma.com\/blog\/data-science-certificate-do-you-really-need-one\/ https:\/\/careerkarma.com\/blog\/big-data-certifications\/<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data Science Certifications FAQ<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1657443043057\"><strong class=\"schema-faq-question\">Which certification is best for a data scientist?<\/strong> <p class=\"schema-faq-answer\">Certified Analytics Professional (CAP) is the best certification for a data scientist. The CAP certification is recognized internationally. This certification is ideal for any data science learning path. Obtaining this certification guarantees your chance of securing a high-paying job.<br\/><br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1657443058954\"><strong class=\"schema-faq-question\">How long does it take to become a data scientist?<\/strong> <p class=\"schema-faq-answer\">You can become a data scientist in six months. You can do this by attending <a href=\"https:\/\/careerkarma.com\/rankings\/best-data-science-bootcamps\/\">the best data science bootcamps<\/a> or online courses. However, an undergraduate or postgraduate <a href=\"https:\/\/careerkarma.com\/blog\/data-science-degree\/\">degree in a relevant data science field <\/a>takes at least 18 months.<br\/><br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1657443078604\"><strong class=\"schema-faq-question\">Is a data scientist a coder?<\/strong> <p class=\"schema-faq-answer\">Yes, a data scientist is a coder. A good level of coding skill is required to become a data scientist. One of the most crucial requirements of being a data scientist is the ability to solve a wide range of data with programming language. Furthermore, some data science certifications require you to have several months of programming experience.<br\/><br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1657443092931\"><strong class=\"schema-faq-question\">Is a data science certificate necessary to work as a data scientist?<\/strong> <p class=\"schema-faq-answer\">No, a data science certificate is not necessary to work as a data scientist. Recruiters are more interested in your skills than your certificate. However, in most circumstances, a professional certificate helps you to stand out amongst other job applicants.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"Data science certifications offer you a key to one of the most attractive career paths of the 21st century. According to the Bureau of Labor Statistics (BLS), data scientists can expect a 22 percent job growth by 2030. Getting a certification in data science will help kickstart your career. There are many certifications for data&hellip;","protected":false},"author":182,"featured_media":116411,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[40977],"tags":[],"class_list":{"0":"post-116292","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-certifications"},"acf":{"post_sub_title":"","sprint_id":"May 23","query_class":"*subject-certifications","school_sft":"","parent_sft":"","school_privacy_policy":"","has_review":null,"is_sponser_post":"","is_guest_post":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Best Data Science Certifications<\/title>\n<meta name=\"description\" content=\"This article provides detailed information on the best data science certifications. We will also cover how to get these porofessional certifications and the jobs availble to certification holders.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/careerkarma.com\/blog\/data-science-certifications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook\" \/>\n<meta property=\"og:description\" content=\"This article provides detailed information on the best data science certifications. We will also cover how to get these porofessional certifications and the jobs availble to certification holders.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/careerkarma.com\/blog\/data-science-certifications\/\" \/>\n<meta property=\"og:site_name\" content=\"Career Karma\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/facebook.com\/careerkarmaapp\" \/>\n<meta property=\"article:published_time\" content=\"2022-07-11T16:41:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-07-11T16:41:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/07\/Data-Science-Certifications.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Kelvin Ekun\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"If you want to be a top #DataScientist you should consider a professional #DataScienceCertification. This article details the best data science certfications and how they will help your #DataScienceCareer.\" \/>\n<meta name=\"twitter:creator\" content=\"@https:\/\/twitter.com\/kelvinekun\" \/>\n<meta name=\"twitter:site\" content=\"@career_karma\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kelvin Ekun\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/\"},\"author\":{\"name\":\"Kelvin Ekun\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/#\\\/schema\\\/person\\\/93329d6f1399a9a9876e5277372d6ea0\"},\"headline\":\"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook\",\"datePublished\":\"2022-07-11T16:41:13+00:00\",\"dateModified\":\"2022-07-11T16:41:16+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/\"},\"wordCount\":1822,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/Data-Science-Certifications.jpg\",\"articleSection\":[\"Certifications\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#respond\"]}]},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/\",\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/\",\"name\":\"Best Data Science Certifications\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/Data-Science-Certifications.jpg\",\"datePublished\":\"2022-07-11T16:41:13+00:00\",\"dateModified\":\"2022-07-11T16:41:16+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/#\\\/schema\\\/person\\\/93329d6f1399a9a9876e5277372d6ea0\"},\"description\":\"This article provides detailed information on the best data science certifications. We will also cover how to get these porofessional certifications and the jobs availble to certification holders.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443043057\"},{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443058954\"},{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443078604\"},{\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443092931\"}],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#primaryimage\",\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/Data-Science-Certifications.jpg\",\"contentUrl\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/Data-Science-Certifications.jpg\",\"width\":1200,\"height\":800,\"caption\":\"A data scientist at their workstation.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Blog\",\"item\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Certifications\",\"item\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/certifications\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/\",\"name\":\"Career Karma\",\"description\":\"Latest Coding Bootcamp News &amp; Career Hacks from Industry Insiders\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/#\\\/schema\\\/person\\\/93329d6f1399a9a9876e5277372d6ea0\",\"name\":\"Kelvin Ekun\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/04\\\/Kelvin-2.png\",\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/04\\\/Kelvin-2.png\",\"contentUrl\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/wp-content\\\/uploads\\\/2022\\\/04\\\/Kelvin-2.png\",\"caption\":\"Kelvin Ekun\"},\"description\":\"Kelvin is a content writer with extensive tech experience. He studied project management with Deprimex Consulting and attended the Data Science Nigeria 2020 Bootcamp. Kelvin\u2019s work experience includes organizing tech training for student associations and working as the editor-in-chief of a university press. He holds a Bachelor of Science in Industrial and Production Engineering as well as online course certificates from the University of Michigan and Coursera.\",\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/kelvin-ekun-28a901127\\\/\",\"https:\\\/\\\/x.com\\\/https:\\\/\\\/twitter.com\\\/kelvinekun\"],\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/author\\\/kelvin-ekun\\\/\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443043057\",\"position\":1,\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443043057\",\"name\":\"Which certification is best for a data scientist?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Certified Analytics Professional (CAP) is the best certification for a data scientist. The CAP certification is recognized internationally. This certification is ideal for any data science learning path. Obtaining this certification guarantees your chance of securing a high-paying job.<br\\\/><br\\\/>\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443058954\",\"position\":2,\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443058954\",\"name\":\"How long does it take to become a data scientist?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"You can become a data scientist in six months. You can do this by attending <a href=\\\"https:\\\/\\\/careerkarma.com\\\/rankings\\\/best-data-science-bootcamps\\\/\\\">the best data science bootcamps<\\\/a> or online courses. However, an undergraduate or postgraduate <a href=\\\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-degree\\\/\\\">degree in a relevant data science field <\\\/a>takes at least 18 months.<br\\\/><br\\\/>\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443078604\",\"position\":3,\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443078604\",\"name\":\"Is a data scientist a coder?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Yes, a data scientist is a coder. A good level of coding skill is required to become a data scientist. One of the most crucial requirements of being a data scientist is the ability to solve a wide range of data with programming language. Furthermore, some data science certifications require you to have several months of programming experience.<br\\\/><br\\\/>\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443092931\",\"position\":4,\"url\":\"https:\\\/\\\/careerkarma.com\\\/blog\\\/data-science-certifications\\\/#faq-question-1657443092931\",\"name\":\"Is a data science certificate necessary to work as a data scientist?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"No, a data science certificate is not necessary to work as a data scientist. Recruiters are more interested in your skills than your certificate. However, in most circumstances, a professional certificate helps you to stand out amongst other job applicants.\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Best Data Science Certifications","description":"This article provides detailed information on the best data science certifications. We will also cover how to get these porofessional certifications and the jobs availble to certification holders.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/","og_locale":"en_US","og_type":"article","og_title":"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook","og_description":"This article provides detailed information on the best data science certifications. We will also cover how to get these porofessional certifications and the jobs availble to certification holders.","og_url":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/","og_site_name":"Career Karma","article_publisher":"http:\/\/facebook.com\/careerkarmaapp","article_published_time":"2022-07-11T16:41:13+00:00","article_modified_time":"2022-07-11T16:41:16+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/07\/Data-Science-Certifications.jpg","type":"image\/jpeg"}],"author":"Kelvin Ekun","twitter_card":"summary_large_image","twitter_description":"If you want to be a top #DataScientist you should consider a professional #DataScienceCertification. This article details the best data science certfications and how they will help your #DataScienceCareer.","twitter_creator":"@https:\/\/twitter.com\/kelvinekun","twitter_site":"@career_karma","twitter_misc":{"Written by":"Kelvin Ekun","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#article","isPartOf":{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/"},"author":{"name":"Kelvin Ekun","@id":"https:\/\/careerkarma.com\/blog\/#\/schema\/person\/93329d6f1399a9a9876e5277372d6ea0"},"headline":"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook","datePublished":"2022-07-11T16:41:13+00:00","dateModified":"2022-07-11T16:41:16+00:00","mainEntityOfPage":{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/"},"wordCount":1822,"commentCount":0,"image":{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#primaryimage"},"thumbnailUrl":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/07\/Data-Science-Certifications.jpg","articleSection":["Certifications"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/careerkarma.com\/blog\/data-science-certifications\/#respond"]}]},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/","url":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/","name":"Best Data Science Certifications","isPartOf":{"@id":"https:\/\/careerkarma.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#primaryimage"},"image":{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#primaryimage"},"thumbnailUrl":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/07\/Data-Science-Certifications.jpg","datePublished":"2022-07-11T16:41:13+00:00","dateModified":"2022-07-11T16:41:16+00:00","author":{"@id":"https:\/\/careerkarma.com\/blog\/#\/schema\/person\/93329d6f1399a9a9876e5277372d6ea0"},"description":"This article provides detailed information on the best data science certifications. We will also cover how to get these porofessional certifications and the jobs availble to certification holders.","breadcrumb":{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443043057"},{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443058954"},{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443078604"},{"@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443092931"}],"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/careerkarma.com\/blog\/data-science-certifications\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#primaryimage","url":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/07\/Data-Science-Certifications.jpg","contentUrl":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/07\/Data-Science-Certifications.jpg","width":1200,"height":800,"caption":"A data scientist at their workstation."},{"@type":"BreadcrumbList","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Blog","item":"https:\/\/careerkarma.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Certifications","item":"https:\/\/careerkarma.com\/blog\/certifications\/"},{"@type":"ListItem","position":3,"name":"Data Science Certifications: Highest-Paying Certification, Exam Preparation, and Job Outlook"}]},{"@type":"WebSite","@id":"https:\/\/careerkarma.com\/blog\/#website","url":"https:\/\/careerkarma.com\/blog\/","name":"Career Karma","description":"Latest Coding Bootcamp News &amp; Career Hacks from Industry Insiders","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/careerkarma.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/careerkarma.com\/blog\/#\/schema\/person\/93329d6f1399a9a9876e5277372d6ea0","name":"Kelvin Ekun","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/04\/Kelvin-2.png","url":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/04\/Kelvin-2.png","contentUrl":"https:\/\/careerkarma.com\/blog\/wp-content\/uploads\/2022\/04\/Kelvin-2.png","caption":"Kelvin Ekun"},"description":"Kelvin is a content writer with extensive tech experience. He studied project management with Deprimex Consulting and attended the Data Science Nigeria 2020 Bootcamp. Kelvin\u2019s work experience includes organizing tech training for student associations and working as the editor-in-chief of a university press. He holds a Bachelor of Science in Industrial and Production Engineering as well as online course certificates from the University of Michigan and Coursera.","sameAs":["https:\/\/www.linkedin.com\/in\/kelvin-ekun-28a901127\/","https:\/\/x.com\/https:\/\/twitter.com\/kelvinekun"],"url":"https:\/\/careerkarma.com\/blog\/author\/kelvin-ekun\/"},{"@type":"Question","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443043057","position":1,"url":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443043057","name":"Which certification is best for a data scientist?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Certified Analytics Professional (CAP) is the best certification for a data scientist. The CAP certification is recognized internationally. This certification is ideal for any data science learning path. Obtaining this certification guarantees your chance of securing a high-paying job.<br\/><br\/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443058954","position":2,"url":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443058954","name":"How long does it take to become a data scientist?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"You can become a data scientist in six months. You can do this by attending <a href=\"https:\/\/careerkarma.com\/rankings\/best-data-science-bootcamps\/\">the best data science bootcamps<\/a> or online courses. However, an undergraduate or postgraduate <a href=\"https:\/\/careerkarma.com\/blog\/data-science-degree\/\">degree in a relevant data science field <\/a>takes at least 18 months.<br\/><br\/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443078604","position":3,"url":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443078604","name":"Is a data scientist a coder?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, a data scientist is a coder. A good level of coding skill is required to become a data scientist. One of the most crucial requirements of being a data scientist is the ability to solve a wide range of data with programming language. Furthermore, some data science certifications require you to have several months of programming experience.<br\/><br\/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443092931","position":4,"url":"https:\/\/careerkarma.com\/blog\/data-science-certifications\/#faq-question-1657443092931","name":"Is a data science certificate necessary to work as a data scientist?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"No, a data science certificate is not necessary to work as a data scientist. Recruiters are more interested in your skills than your certificate. However, in most circumstances, a professional certificate helps you to stand out amongst other job applicants.","inLanguage":"en-US"},"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/posts\/116292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/users\/182"}],"replies":[{"embeddable":true,"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/comments?post=116292"}],"version-history":[{"count":0,"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/posts\/116292\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/media\/116411"}],"wp:attachment":[{"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/media?parent=116292"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/categories?post=116292"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/careerkarma.com\/blog\/wp-json\/wp\/v2\/tags?post=116292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}