{"id":2923,"date":"2023-03-01T13:30:00","date_gmt":"2023-03-01T18:30:00","guid":{"rendered":"https:\/\/theforage.wpengine.com\/?p=2923"},"modified":"2024-08-01T10:24:13","modified_gmt":"2024-08-01T14:24:13","slug":"data-analyst-career-path","status":"publish","type":"post","link":"https:\/\/theforage.wpengine.com\/careers\/data-analyst-career-path","title":{"rendered":"Data Analyst Career Path: What&#8217;s the Trajectory?"},"content":{"rendered":"\n<p>A data analyst prepares and analyzes data to help companies and organizations solve complex challenges and make better decisions. If you\u2019re interested in <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-analytics\">data analytics<\/a>, this guide covers everything you need to know about the data analyst career path, including job titles at every level, typical salaries, and certification options.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-data-analyst-career-path\">Data Analyst Career Path<\/h2>\n\n\n\n<p>There\u2019s no shortage of opportunities to pursue in data analysis, which is as true at the entry level as it is at the senior level.&nbsp;<\/p>\n\n\n\n<p>\u201cUnlike many IT roles, <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-analyst\">data analysts<\/a> interact and coordinate with several enterprise teams, such as product management, <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-engineering\">data engineering<\/a>, <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-science\">data science<\/a>, IT, sales, <a href=\"https:\/\/www.theforage.com\/blog\/careers\/marketing-career-path\">marketing<\/a>, finance, etc.,\u201d says Aswini Thota, a lead <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-scientist\">data scientist<\/a> at Bose Corporation with over 12 years of data analytics experience. \u201cThese diverse interactions provide numerous career tracks for data analysts.\u201d&nbsp;<\/p>\n\n\n\n<p>For example, data analysts can learn advanced <a href=\"https:\/\/www.theforage.com\/blog\/careers\/machine-learning\">machine learning<\/a> methods to help transition to a data scientist role. Or, they can learn management principles to transition to program or <a href=\"https:\/\/www.theforage.com\/blog\/careers\/product-management\">product management<\/a> roles.<\/p>\n\n\n\n<p>The career path for an entry-level data analyst is highly dependent on the individual\u2019s learning appetite, specific goals, and desired impact.&nbsp;<\/p>\n\n\n\n<p><strong>&gt;&gt;MORE:<\/strong> <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-engineer-vs-data-scientist\">Data Engineer vs. Data Scientist: What&#8217;s the Difference?<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-skills-for-data-analysts-nbsp\">Skills for Data Analysts&nbsp;<\/h3>\n\n\n\n<p>The data analyst career path involves a wide range of tasks and skills, such as:<\/p>\n\n\n\n<ul>\n<li>Using the right tools and resources to optimize data collection<\/li>\n\n\n\n<li>Blending data assets to reveal a complete story<\/li>\n\n\n\n<li>Translating business problems into measurable hypotheses<\/li>\n<\/ul>\n\n\n\n<p>According to Thota, a trained data analyst is good at quantifying uncertainty and spotting upcoming opportunities. He explains that these critical skills help people progress in a data analyst career path \u2014 either in the same data vertical or in a leadership role.<\/p>\n\n\n\n<p>\u201cData analysts typically develop experience in a broad spectrum of skills, which allows them to specialize in a technical area of expertise, change career paths, or move into leadership roles,\u201d Thota says.<\/p>\n\n\n\n<p><strong>&gt;&gt;MORE:<\/strong> <a href=\"https:\/\/www.theforage.com\/blog\/interview-questions\/leadership-interview-questions\">10 Common Leadership Interview Questions and Answers<\/a><\/p>\n\n\n\n<p>Thota adds that senior-level employees must have considerable technical leadership experience in data analytics to progress to the leadership level. This involves a demonstrated ability to manage complex projects and lead large teams before applying for advanced leadership-level data analytics roles.<\/p>\n\n\n\n<p>\u201cTo move into a leadership role, senior or principal data analysts should look for opportunities to manage impactful projects requiring <a href=\"https:\/\/www.theforage.com\/blog\/skills\/collaboration-skills\">collaboration<\/a>, stakeholder management, and <a href=\"https:\/\/www.theforage.com\/blog\/skills\/decision-making-skills\">decision-making skills<\/a>,\u201d Thota notes. \u201cIt\u2019s also crucial to develop people management skills, which can be learned without necessarily having a team reporting to you.\u201d&nbsp;<\/p>\n\n\n\n<p>As an example, leading an agile squad can provide valuable <a href=\"https:\/\/www.theforage.com\/blog\/skills\/leadership-skills\">leadership skills<\/a> and experience. Data analysts in senior-level roles should also focus on developing the skills necessary to create a vision and strategy for using data to drive business outcomes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-data-analyst-career-path-trajectory\">Data Analyst Career Path Trajectory<\/h3>\n\n\n\n<p>If you&#8217;re wondering how to become a data analyst, you should know that the career path doesn&#8217;t always move in a straight line. While most entry-level data analyst roles have some commonalities, senior-level roles can vary.<\/p>\n\n\n\n<p>\u201cYou start off usually as a junior data analyst, and may evolve into a senior data scientist, or principal data scientist after having solved complex challenges, won some projects and funded awards, and also helped to recruit a team,\u201d says Chris Mattmann, chief technology and innovation officer at NASA Jet Propulsion Laboratory, and an adjunct research professor who teaches data science and big data at the University of Southern California.&nbsp;<\/p>\n\n\n\n<p>\u201cIf you can show that with more collaborations and data that you can solve increasingly high business value challenges with data \u2014 and perhaps have a few patents, or invented a few new technologies or techniques in open source \u2014 you can grow in the field.\u201d Mattmann adds that senior or principal data scientists may eventually evolve into the C-level chief data officer position.&nbsp;<\/p>\n\n\n\n<p><strong>&gt;&gt;MORE:<\/strong> <a href=\"https:\/\/www.theforage.com\/blog\/careers\/data-scientist\">What Is a Data Scientist and What Do They Do?<\/a><\/p>\n\n\n\n<p>\u201cWith time, the junior analyst can reach a senior or managerial level, leading teams and owning the data processing, or even turn to specialize in a certain field \u2014 <a href=\"https:\/\/www.theforage.com\/blog\/careers\/health-care-good-career-path\">healthcare<\/a>, <a href=\"https:\/\/www.theforage.com\/blog\/careers\/is-finance-a-good-career-path\">finance<\/a>, <a href=\"https:\/\/www.theforage.com\/blog\/careers\/marketing-career-path\">marketing<\/a>, etc. \u2014 now that they have the foundational training and experience,\u201d says Theresa Kushner, who has more than 25 years of experience in data analytics and is head of the North American Innovation Center at NTT Data Services.&nbsp;<\/p>\n\n\n\n<p>\u201cSome advance beyond the role of the data analyst into data scientists, using data to optimize the business performance and predict future outcomes,\u201d she continues.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-entry-level-data-analyst-tasks\">Entry-Level Data Analyst Tasks<\/h4>\n\n\n\n<p>When launching your career as a junior or entry-level data analyst, you\u2019ll have a hands-on role in data collection, management, and analysis, says Kushner.<\/p>\n\n\n\n<p>The first task of an entry-level analyst is to get intimately familiar with the data you\u2019ll be using in your analysis.&nbsp;<\/p>\n\n\n\n<p>Kushner explains that this means understanding what data is available to you for analysis, the quality of that data, and how and when it is updated or corrected. \u201cFor example, if you are a financial junior analyst, this may mean that you must become familiar with the information in your ERP system,\u201d she says.<\/p>\n\n\n\n\t<div class=\"forage-core-course-card\">\n\t\t<div class=\"forage-core-course-card__inner\">\n\n\t\t\t<div class=\"forage-core-course-card__col\">\n\t\t\t\t<div class=\"forage-core-course-card__row\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"forage-core-course-card__name\">Data Analytics<\/h2>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<p class=\"forage-core-course-card__description\">Build your data analyst skills in this free course from Quantium. Analyze your customer&#039;s data, identify benchmarks, test your insights, then share the findings.<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"forage-core-course-card__button forage-core-course-card__button--desktop\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/NkaC7knWtjSbi6aYv\/Data-Analytics\" target=\"_blank\">\n\t\t\t\t\t\t\tGet Started\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t<div class=\"forage-core-course-card__col\">\n\t\t\t\t\t\t\t\t\t<p class=\"forage-core-course-card__time\">\n\t\t\t\t\t\t<span class=\"label\">Avg. Time:<\/span>\n\t\t\t\t\t\t4-5 hours\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"forage-core-course-card__skills\">\n\t\t\t\t\t\t<span class=\"label\">Skills you&#8217;ll build:<\/span>\n\t\t\t\t\t\tData validation, data visualization, data wrangling, programming, commercial thinking\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"forage-core-course-card__button forage-core-course-card__button--mobile\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/NkaC7knWtjSbi6aYv\/Data-Analytics\" target=\"_blank\">\n\t\t\t\t\t\t\tGet Started\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-senior-data-analyst-tasks\">Senior Data Analyst Tasks<\/h4>\n\n\n\n<p>This data familiarity allows you to advance to a senior analyst position by learning to relate information from your area of expertise to others. Kushner notes that if you\u2019re a financial analyst, you might use your knowledge of the transaction created in the ERP system to help marketing understand customers\u2019 buying cycles.<\/p>\n\n\n\n<p>In addition, a crucial part of the data analyst career path trajectory involves advancing further in your analysis. This enables you to begin to apply new techniques to the data you understand. \u201cFor example, the <a href=\"https:\/\/www.theforage.com\/blog\/careers\/financial-analyst\">financial analyst<\/a> at more advanced levels should be able to predict or forecast expenditures or revenues using statistical techniques, such as linear regression,\u201d Kushner says.<\/p>\n\n\n\n<p>The progression from junior to senior analyst is also highly dependent on the tasks of the analytic organization. \u201cRoles may vary depending on the maturity of the organization,\u201d Kushner explains. \u201cThose just beginning to build a data team will find that they may spend more time analyzing data than actually using it for predictions or optimization.\u201d<\/p>\n\n\n\n<p>According to Kushner, most job openings within companies forming their data organizations are for senior- or advanced-level analysts. \u201cThis is because data organizations that are new or forming need capabilities fast.&nbsp; They may not have time to grow their own analysts,\u201d she says. \u201cThe requirement for junior analysts is more often found in mature data organizations who are providing training and career paths for junior analysts.&nbsp; However, even in these organizations, you still find the demand for senior analysts to provide advanced analytics and <a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/5N2ygyhzMWjKQmgCK\/Cognizant-Artificial-Intelligence-Virtual-Experience-Program\">AI<\/a> \u2014 much sought after skills.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-careers-in-data-analytics\">Careers in Data Analytics<\/h2>\n\n\n\n<p>Each level of the data analyst career path has several potential job titles. Below, Thota shares his expertise in identifying data analyst roles, salary bands, feeder roles, and the next roles often attained. The average salary ranges reflect base pay only.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-entry-level-data-analyst-roles\">Entry-Level Data Analyst Roles<\/h3>\n\n\n\n<ul>\n<li><strong>Common job titles: <\/strong>Junior data analyst, data analyst I, business intelligence developer, associate data analyst<\/li>\n\n\n\n<li><strong>Average base salary:<\/strong> $65,000 to $90,000<\/li>\n\n\n\n<li><strong>Feeder roles:<\/strong> Intern data analyst, co-op data analyst, systems analyst, SQL developer<\/li>\n\n\n\n<li><strong>Next role: <\/strong>Senior data analyst, manager of data analytics, lead data analyst<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-mid-level-data-analyst-roles\">Mid-Level Data Analyst Roles<\/h3>\n\n\n\n<ul>\n<li><strong>Common job titles:<\/strong> Senior data analyst, manager of data analytics, senior manager of data analytics, senior business intelligence developer, data analyst IV<\/li>\n\n\n\n<li><strong>Average base salary:<\/strong> $95,000 to $160,000<\/li>\n\n\n\n<li><strong>Feeder roles:<\/strong> Data analyst, business intelligence developer, associate data analyst<\/li>\n\n\n\n<li><strong>Next role:<\/strong> Senior <a href=\"https:\/\/www.theforage.com\/blog\/careers\/product-manager\">product manager<\/a>, director of analytics, director of customer insights, director of experimentation, director of data governance, staff data analyst, squad\/train lead, agile product owner&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-advanced-level-data-analyst-roles\">Advanced-Level Data Analyst Roles<\/h3>\n\n\n\n<ul>\n<li><strong>Common job titles: <\/strong>Senior product manager, director of analytics, director of customer insights, director of experimentation, director of data governance, staff data analyst, squad\/train lead, agile product owner, data architect, data scientist<\/li>\n\n\n\n<li><strong>Average base salary:<\/strong> $130,000 to $200,000+<\/li>\n\n\n\n<li><strong>Feeder roles:<\/strong> Senior data analyst, principal data analyst, manager of data analytics, senior manager of data analytics, senior business intelligence developer, data analyst IV<\/li>\n\n\n\n<li><strong>Next role:<\/strong> Vice president of data analytics and insights, head of data, vice president product manager, vice president of advanced analytics, senior vice president of data analytics, distinguished fellow, chief data officer<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/www.glassdoor.com\/Salaries\/data-analyst-salary-SRCH_KO0,12.htm\" target=\"_blank\" rel=\"noreferrer noopener\">Glassdoor<\/a> provides similar average annual salaries for each level of the data analyst career path:<\/p>\n\n\n\n<ul>\n<li><strong>Data analyst:<\/strong> $<a href=\"https:\/\/www.glassdoor.com\/Salaries\/data-analyst-salary-SRCH_KO0,12.htm\" target=\"_blank\" rel=\"noreferrer noopener\">73,600<\/a><\/li>\n\n\n\n<li><strong>Senior data analyst: <\/strong>$<a href=\"https:\/\/www.glassdoor.com\/Salaries\/senior-data-analyst-salary-SRCH_KO0,19.htm\" target=\"_blank\" rel=\"noreferrer noopener\">93,700<\/a><\/li>\n\n\n\n<li><strong>Principal data analyst:<\/strong> $<a href=\"https:\/\/www.glassdoor.com\/Salaries\/principal-data-analyst-salary-SRCH_KO0,22.htm\" target=\"_blank\" rel=\"noreferrer noopener\">120,870<\/a><\/li>\n<\/ul>\n\n\n\n\t<div class=\"forage-core-course-card\">\n\t\t<div class=\"forage-core-course-card__inner\">\n\n\t\t\t<div class=\"forage-core-course-card__col\">\n\t\t\t\t<div class=\"forage-core-course-card__row\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"100\" src=\"https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-150x100.jpg\" class=\"attachment-thumbnail size-thumbnail\" alt=\"KPMG\" srcset=\"https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-150x100.jpg 150w, https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-300x200.jpg 300w, https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-1024x682.jpg 1024w, https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-768x512.jpg 768w, https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-1536x1024.jpg 1536w, https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG-600x400.jpg 600w, https:\/\/theforage.wpengine.com\/wp-content\/uploads\/2022\/06\/KPMG.jpg 2000w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"forage-core-course-card__name\">Data Analytics<\/h2>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<p class=\"forage-core-course-card__description\">Learn more about a data analytics career in this free course from KPMG AU. Clean up your customers data, analyze it to find insights about customers, and present your findings.<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"forage-core-course-card__button forage-core-course-card__button--desktop\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/m7W4GMqeT3bh9Nb2c\/Data-Analytics-Virtual-Internship\" target=\"_blank\">\n\t\t\t\t\t\t\tJoin Now\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t<div class=\"forage-core-course-card__col\">\n\t\t\t\t\t\t\t\t\t<p class=\"forage-core-course-card__time\">\n\t\t\t\t\t\t<span class=\"label\">Avg. Time:<\/span>\n\t\t\t\t\t\t3-4 hours\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"forage-core-course-card__skills\">\n\t\t\t\t\t\t<span class=\"label\">Skills you&#8217;ll build:<\/span>\n\t\t\t\t\t\tCustomer segmentation, analytical dashboard creation, data quality analysis, data visualization\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"forage-core-course-card__button forage-core-course-card__button--mobile\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/m7W4GMqeT3bh9Nb2c\/Data-Analytics-Virtual-Internship\" target=\"_blank\">\n\t\t\t\t\t\t\tJoin Now\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-data-analyst-education-and-certifications\">Data Analyst Education and Certifications<\/h2>\n\n\n\n<p>Most universities with STEM programs educate students on the theoretical and research aspects of data analysis and data mining. Getting a bachelor\u2019s degree in <a href=\"https:\/\/www.theforage.com\/blog\/careers\/computer-science-jobs\">computer science<\/a> or <a href=\"https:\/\/www.theforage.com\/blog\/careers\/business-analyst-career-path\">business analytics<\/a> can give you the skills you need to get into the field.&nbsp;<\/p>\n\n\n\n<p>However, college programs may not provide hands-on experience with real-world data analysis. Thota suggests college graduates can fill this gap by investing in online courses and certifications.&nbsp;<\/p>\n\n\n\n<p>\u201cMassive open online course (MOOC) offer a wide range of courses in data analysis and data mining,\u201d Thota says. \u201cMOOCs are especially useful if you want to specialize in a specific sub-topic, such as regression analysis, cloud computing, or <a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/MyXvBcppsW2FkNYCX\/Data-Visualisation-Empowering-Business-with-Effective-Insights\">data visualization<\/a>.\u201d&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-certifications\">Certifications<\/h3>\n\n\n\n<p>Another popular way for college graduates to demonstrate their skills in data analysis to potential employers is via certifications. Although many major universities offer certification for data analysts, several other types of certifications are also available. \u201cThe selection depends on the tools or technology stack you are most comfortable with,\u201d Thota says.&nbsp;<\/p>\n\n\n\n<p>If you want to be a generalist and focus more on generating insights, some popular routes to certification include:<\/p>\n\n\n\n<ul>\n<li>Certified Analytics Professional (CAP)<\/li>\n\n\n\n<li>Certified Business Intelligence Professional (CBIP)<\/li>\n\n\n\n<li>Associate Certified Analytics Professional (aCAP)<\/li>\n<\/ul>\n\n\n\n<p>However, if you want to focus on building applications, you can pursue a vendor-specific certification through tech companies. Examples include Cloudera, IBM, EMC, SAS, Microsoft, Tableau, and MongoDB.&nbsp;<\/p>\n\n\n\n<p>Examples of vendor-specific certifications include Tableau\u2019s Desktop Certified Associate and Microsoft\u2019s <a href=\"https:\/\/www.theforage.com\/virtual-internships\/prototype\/a87GpgE6tiku7q3gu\/PwC-Digital-Up-skilling-Virtual-Case-Experience\">Power BI<\/a> Data Analyst Associate. \u201cIf you are familiar with a data analysis tool and see yourself building analytical applications using that product, then a vendor-specific certification is the way to go,\u201d Thota says.<\/p>\n\n\n\n<p>You can also learn more about data analysis tools with specific certifications. \u201cIn this area, Snowflake, Data Bricks, and Dataiku also offer programs for improving the skills of data scientists,\u201d Kushner says.<\/p>\n\n\n\n<p>Ready to kick off your own data analysis career path? Learn a variety of foundational skills with <a href=\"https:\/\/www.theforage.com\/course-catalog\/Tech\">Forage\u2019s tech virtual job simulations<\/a>.<\/p>\n\n\n\n<p><em>&nbsp;Image credit: AndreyPopov \/ Depositphotos.com<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A data analyst prepares and analyzes data to help companies and organizations solve complex challenges and make better decisions. If you\u2019re interested in data analytics, this guide covers everything you need to know about the data analyst career path, including job titles at every level, typical salaries, and certification options. Data Analyst Career Path There\u2019s &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/theforage.wpengine.com\/careers\/data-analyst-career-path\"> <span class=\"screen-reader-text\">Data Analyst Career Path: What&#8217;s the Trajectory?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":22,"featured_media":2982,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"forage_sticky_bar_enabled":true,"forage_sticky_bar_content":"Level up your data analyst skills","forage_sticky_bar_button_text":"Start Now","forage_sticky_bar_button_url":"https:\/\/www.theforage.com\/course-catalog","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"forage_editor_id":17,"forage_reviewer_id":0,"forage_authors":[],"veps":[3645,3985],"forage_sidebar":0,"forage_related_disabled":false,"forage_toc_enabled":true,"forage_toc_level":3,"modified":"2023-11-06T10:00:00","footnotes":""},"categories":[5],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.5 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Analyst Career Path: What&#039;s the Trajectory? - Forage<\/title>\n<meta name=\"description\" content=\"If you like data analytics, the data analyst career path offers many job opportunities, from entry-level to advanced. 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