{"id":14377,"date":"2024-04-09T06:16:28","date_gmt":"2024-04-09T13:16:28","guid":{"rendered":"https:\/\/www.springboard.com\/?p=14377"},"modified":"2025-01-27T01:56:23","modified_gmt":"2025-01-27T09:56:23","slug":"how-to-become-a-data-analyst","status":"publish","type":"post","link":"https:\/\/www.springboard.com\/blog\/data-analytics\/how-to-become-a-data-analyst\/","title":{"rendered":"How to Become a Data Analyst [2025 Roadmap]"},"content":{"rendered":"\n<p>According to the US Bureau of Labor Statistics, <a href=\"https:\/\/www.bls.gov\/ooh\/math\/data-scientists.htm\" target=\"_blank\" rel=\"noreferrer noopener\">employment of data professionals is projected to jump 25% by the year 2030<\/a>, meaning data analytics has one of the highest growth rates in the country.&nbsp;<br><br>This comprehensive guide is your roadmap to a rewarding career in data analytics. We meticulously unpack the essentials\u2014from initiating your journey to mastering the specific skills employers seek. Data analytics offers the promise of high earning potential and positions you at the forefront of decision-making processes, empowering companies to navigate the complexities of the modern business landscape. <\/p>\n\n\n\n<p>Buckle up and get ready to unlock the power of data!<\/p>\n\n\n\n<div class=\"wp-block-rank-math-toc-block\" id=\"rank-math-toc\"><h2>Table of Contents<\/h2><nav><ul><li><a href=\"#is-it-hard-to-become-a-data-analyst\">Is It Hard To Become a Data Analyst?<\/a><\/li><li><a href=\"#how-to-become-a-data-analyst\">How To Become a Data Analyst<\/a><\/li><li><a href=\"#data-analyst-roles-to-consider\">Data Analyst Roles to Consider<\/a><\/li><li><a href=\"#how-much-can-you-make-as-a-data-analyst\">How Much Can You Make as a Data Analyst?<\/a><\/li><li><a href=\"#examples-to-learn-from\">Examples To Learn From<\/a><\/li><li><a href=\"#how-i-became-a-data-analyst-without-a-related-degree\">How I Became a Data Analyst (Without a Related Degree)<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"is-it-hard-to-become-a-data-analyst\">Is It Hard To Become a Data Analyst?<\/h2>\n\n\n\n<p>Becoming a data analyst isn\u2019t hard per se, though it does require specific technical skills that might be more challenging for some than others. Additionally, because of continuing advancements in the field, data analysis is a career path that requires ongoing education.&nbsp;<\/p>\n\n\n<style>.blog-cta-salsey-03 {\toverflow: hidden;\t}\t.blog-cta-salsey-03-img {\tmax-width: 160px !important;\t}\t@media (min-width: 768px) {\t.blog-cta-salsey-03-content {\tmax-width: calc(100% - 281px);\t}\t.blog-cta-salsey-03-img {\tposition: absolute;\tmax-width: 100% !important;\tright: -10px;\tbottom: -10px;\t}\t}<\/style><div class=\"blog-cta-salsey-03 bg-blue-50 p-3 my-5 position-relative\"><div class=\"d-block d-md-flex\"><img decoding=\"async\" loading=\"lazy\" width=\"212\" height=\"232\" src=\"https:\/\/www.springboard.com\/blog\/wp-content\/uploads\/2023\/08\/dac-student.png\" alt=\"Data Analyst student\" class=\"blog-cta-salsey-03-img mb-3 mb-md-0\" \/><div class=\"blog-cta-salsey-03-content\"><div class=\"d-flex align-items-center mb-2\"><img decoding=\"async\" class=\"pe-2\" width=\"86\" height=\"71\" loading=\"lazy\" src=\"https:\/\/www.springboard.com\/blog\/wp-content\/uploads\/2023\/04\/job-guarantee-heading-badge.png\" alt=\"Job Guarantee\" style=\"mix-blend-mode: multiply\"><h4 class=\"fw-bold mb-0\">Become a Data Analyst. Land a Job or Your Money Back.<\/h4><\/div><p>Transform real-world datasets into actionable recommendations. Master technical and strategic thinking skills and frameworks. Land a job \u2014 or your money back.<\/p><p class=\"mb-sm-0\"><a class=\"btn btn-primary btn-lg\" href=\"https:\/\/www.springboard.com\/courses\/data-analytics-career-track\/#job-guarantee\">Explore course<\/a><\/p><\/div><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"how-to-become-a-data-analyst\">How To Become a Data Analyst<\/h2>\n\n\n\n<p>Follow these steps to land your first job as a data analyst:<\/p>\n\n\n\n<div class=\"wp-block-essential-blocks-row alignfull  root-eb-row-dpwzy\"><div class=\"eb-parent-wrapper eb-parent-eb-row-dpwzy \"><div class=\"eb-row-root-container eb-row-dpwzy\" data-id=\"eb-row-dpwzy\"><div class=\"eb-row-wrapper\"><div class=\"eb-row-inner\">\n<div class=\"wp-block-essential-blocks-column  root-eb-column-4y6qa\"><div class=\"eb-parent-wrapper eb-parent-eb-column-4y6qa \"><div class=\"eb-column-wrapper eb-column-4y6qa\"><div class=\"eb-column-inner\">\n<div class=\"wp-block-essential-blocks-feature-list  root-eb-feature-list-iuha6\"><div class=\"eb-parent-wrapper eb-parent-eb-feature-list-iuha6 \"><div class=\"eb-feature-list-iuha6 eb-feature-list-wrapper eb-icon-position-left eb-tablet-icon-position-left eb-mobile-icon-position-left eb-feature-list-left\"><ul class=\"eb-feature-list-items circle stacked\"><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Understand the fundamentals<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Consider a course<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Meet the education requirements<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Learn a programming language<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Get familiar with data analytics tools<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Develop your skills<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><\/ul><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-essential-blocks-column  root-eb-column-i0pos\"><div class=\"eb-parent-wrapper eb-parent-eb-column-i0pos \"><div class=\"eb-column-wrapper eb-column-i0pos\"><div class=\"eb-column-inner\">\n<div class=\"wp-block-essential-blocks-feature-list  root-eb-feature-list-388px\"><div class=\"eb-parent-wrapper eb-parent-eb-feature-list-388px \"><div class=\"eb-feature-list-388px eb-feature-list-wrapper eb-icon-position-left eb-tablet-icon-position-left eb-mobile-icon-position-left eb-feature-list-left\"><ul class=\"eb-feature-list-items circle stacked\"><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Pursue volunteer, open-source, or freelance projects<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Build your network<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Find a mentor<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Consider an internship<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><li class=\"eb-feature-list-item\" data-new-tab=\"false\" data-icon-type=\"icon\" data-icon=\"fas fa-check\" data-icon-color=\"\" data-link=\"\"><div class=\"eb-feature-list-icon-box\"><div class=\"eb-feature-list-icon-inner\"><span class=\"eb-feature-list-icon\" style=\"color:\"><i icon=\"fas fa-check\" class=\"fas fa-check \"><\/i><\/span><\/div><\/div><div class=\"eb-feature-list-content-box\"><h3 class=\"eb-feature-list-title\">Prep for interviews<\/h3><p class=\"eb-feature-list-content\"><\/p><\/div><\/li><\/ul><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"understand-the-fundamentals\">Understand the Fundamentals<\/h3>\n\n\n\n<p>The first step of your journey is ensuring you fully grasp the fundamentals. You want to ensure you understand the key principles of data analytics, the different types of data analysis, and the tools <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/data-analytics-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\">data analysts<\/a> use.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"consider-a-course\">Consider a Course<\/h3>\n\n\n\n<p>One of the most efficient and comprehensive approaches to acquiring the necessary skills for a data analyst role is to enroll in an <a href=\"https:\/\/www.springboard.com\/courses\/data-analytics-career-track\/\">online analytics bootcamp<\/a>. Through this focused learning path, you&#8217;ll gain in-depth knowledge and have the opportunity to receive guidance from mentors who are currently practicing in the field.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"meet-the-educational-requirements\">Meet the Educational Requirements<\/h3>\n\n\n\n<p>Data analysts spend a lot of time working with numbers. Because of this, many employers look for candidates with bachelor\u2019s degrees in mathematics, statistics, computer science, or a related field.&nbsp;<\/p>\n\n\n\n<p>However, you don\u2019t necessarily need a formal degree to land a data analyst job. In fact, companies often hire candidates who have completed an online course in data analysis or a <a href=\"https:\/\/www.springboard.com\/courses\/data-analytics-career-track\/\">data analytics bootcamp<\/a>, or can demonstrate the <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/data-analytics-skills\/\">requisite technical knowledge and skills<\/a>. Look for the requirements listed in the descriptions of jobs that interest you.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"learn-an-essential-programming-language-or-multiple\">Learn an Essential Programming Language (or Multiple)<\/h3>\n\n\n\n<p>Not all data analysts need to know how to code (though most data scientists do). In fact, at the start of your career, a cursory familiarity with the more popular querying languages should suffice. However, if you want to become the best (most employable) data analyst you can be, consider learning one or more of the essential <a href=\"https:\/\/www.springboard.com\/blog\/software-engineering\/top-programming-languages\/\" target=\"_blank\" rel=\"noreferrer noopener\">programming languages<\/a> (i.e., Python, R, SQL).&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"get-familiar-with-data-analytics-tools\">Get Familiar With Data Analytics Tools<\/h3>\n\n\n\n<p>Data analysts use a wide variety of tools and applications to collect, manipulate, and analyze data. You should familiarize yourself with the most used analysis tools, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tableau<\/strong>. A popular <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/31-free-data-visualization-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\">data visualization tool<\/a> used to perform data analysis, manipulation, and visualization<\/li>\n\n\n\n<li><strong>Microsoft Excel<\/strong>. A well-known spreadsheet application commonly used by data analysts&nbsp;&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>Microsoft Power BI.<\/strong> A free data visualization and business insight tool ideal for collaboration<\/li>\n\n\n\n<li><strong>Google Analytics.<\/strong> A web-based analytics tool used to track website traffic<\/li>\n\n\n\n<li><strong>Jupyter Notebook<\/strong>. An open-sourced web application that enables exploratory analysis using \u201cbig data\u201d tools (e.g., Python, R, and Scala)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"develop-your-data-analyst-skillset\">Develop Your Data Analyst Skillset<\/h3>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"992\" height=\"711\" src=\"https:\/\/www.springboard.com\/blog\/wp-content\/uploads\/2022\/03\/how-to-become-a-data-analyst-skill-set.png\" alt=\"how to become a data analyst, skillset\" class=\"wp-image-39278\" style=\"width:496px;height:356px\" srcset=\"https:\/\/www.springboard.com\/blog\/wp-content\/uploads\/2022\/03\/how-to-become-a-data-analyst-skill-set.png 992w, https:\/\/www.springboard.com\/blog\/wp-content\/uploads\/2022\/03\/how-to-become-a-data-analyst-skill-set-380x272.png 380w, https:\/\/www.springboard.com\/blog\/wp-content\/uploads\/2022\/03\/how-to-become-a-data-analyst-skill-set-380x272.png 420w\" sizes=\"(max-width: 992px) 100vw, 992px\" \/><figcaption class=\"wp-element-caption\">Source: <a href=\"https:\/\/www.dasca.org\/world-of-big-data\/article\/why-a-data-analyst-requires-a-data-analytics-certification\" data-type=\"URL\" data-id=\"https:\/\/www.dasca.org\/world-of-big-data\/article\/why-a-data-analyst-requires-a-data-analytics-certification\" target=\"_blank\" rel=\"noreferrer noopener\">Dasca<\/a><\/figcaption><\/figure>\n\n\n\n<p>Having the right skillset is paramount to your becoming a data analyst. Make sure you\u2019ve developed the following hard skills and soft skills:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"technical-skills\">Technical Skills<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Statistical analysis and math skills<\/strong>. Data analysts work with numbers. A lot. Data analysts should have strong math skills and be comfortable analyzing data sets.<\/li>\n\n\n\n<li><strong>Programming and querying languages.<\/strong> In order to process data and make it understandable for others, analysts use various programming and querying languages, such as Python and R. As a data analyst, you probably won\u2019t have to build many programs, but being familiar with the commonly used languages and understanding how they function is essential. &nbsp;<\/li>\n\n\n\n<li><strong>Microsoft Excel.<\/strong> MS Excel is a go-to tool for data analysts. It\u2019s widely available, easy to use, and has a ton of useful features.<\/li>\n\n\n\n<li><strong>Data visualization.<\/strong> If the insights derived from your analysis are incomprehensible, what is their value? A good data analyst can produce meaningful insights and present those findings visually in their most understandable form.<\/li>\n\n\n\n<li><strong>Machine learning.<\/strong> One of the unofficial <a href=\"https:\/\/www.springboard.com\/blog\/data-science\/data-analyst-vs-data-scientist\/#:~:text=While%20data%20analysis%20uses%20past,large%20volumes%20of%20past%20data.\">differences <\/a><a href=\"https:\/\/www.springboard.com\/blog\/data-science\/data-analyst-vs-data-scientist\/\">between data analysts and data scientists<\/a> is that data scientists use machine learning to design new processes for data modeling. As a data analyst, you likely won\u2019t have to do that. However, in order to work with data scientists effectively, you will need to be familiar with these processes and understand how they work.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"soft-skills\">Soft Skills<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Analytical thinking.<\/strong> Data analysis involves collecting raw data and refining it into meaningful information. Analysts analyze the data to uncover more profound truth and value once the data has been refined. This can only be done through analytical thinking.<\/li>\n\n\n\n<li><strong>Problem-solving skills.<\/strong> Well-developed problem-solving skills help data analysts recognize the nature of the problem before them, the best data analysis tools and techniques to solve the problem, and the solution to the problem itself.<\/li>\n\n\n\n<li><strong>Presentation skills.<\/strong> Data analysts must effectively present their insights in a way that everyone\u2014mainly non-technical stakeholders\u2014can understand. Strong presentation skills will enable you to convey your findings and predictions in a compelling manner that your audience will care about.<\/li>\n\n\n\n<li><strong>Communication and interpersonal skills.<\/strong> Data analysts rarely work in a bubble. In fact, as an analyst, you\u2019ll likely interact with a variety of different people, including colleagues and coworkers, managers, and subject matter experts. Having strong communication and interpersonal skills will help facilitate collaboration among different parties.<\/li>\n<\/ul>\n\n\n<div class=\"bg-leaf-50 p-4 my-3\"><h4 class=\"fw-bold text-center\">Get To Know Other\tData Analytics Students<\/h4><div class=\"row row-cols-1 row-cols-lg-3\"><div class=\"col\"><div class=\"card success-story-card h-100 d-flex justify-content-between mb-0\"><div class=\"flex-grow-1 text-center\"><a class=\"d-inline-block rounded-circle\" href=\"\/success\/maura-fields\" style=\"width:125px;height:125px;overflow:hidden\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/res.cloudinary.com\/springboard-images\/image\/upload\/v1666800621\/Student%20Success\/Maura_Fields_1.jpg\" alt=\"Maura Fields\" style=\"object-fit:contain;max-width:170px;height:125px\" \/><\/a><p class=\"fw-bold mb-0\">Maura Fields<\/p><p class=\"text-muted lh-1\">Data Analyst at Northeastern University<\/p><\/div><div class=\"w-100 d-block d-md-none mt-3\"><\/div><p class=\"mb-0 mx-auto text-center\"><a class=\"btn btn-primary mx-auto\" href=\"\/success\/maura-fields\">Read Story<\/a><\/p><\/div><\/div><div class=\"col d-none d-md-block\"><div class=\"card success-story-card h-100 d-flex justify-content-between mb-0\"><div class=\"flex-grow-1 text-center\"><a class=\"d-inline-block rounded-circle\" href=\"\/success\/yogita-nesargi\" style=\"width:125px;height:125px;overflow:hidden\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/res.cloudinary.com\/springboard-images\/image\/upload\/v1648222893\/Yogita_Nesargi_1.jpg\" alt=\"Yogita Nesargi\" style=\"object-fit:contain;max-width:170px;height:125px\" \/><\/a><p class=\"fw-bold mb-0\">Yogita Nesargi<\/p><p class=\"text-muted lh-1\">Data Engineer at Deloitte<\/p><\/div><p class=\"mb-0 mx-auto text-center\"><a class=\"btn btn-primary mx-auto\" href=\"\/success\/yogita-nesargi\">Read Story<\/a><\/p><\/div><\/div><div class=\"col d-none d-md-block\"><div class=\"card success-story-card h-100 d-flex justify-content-between mb-0\"><div class=\"flex-grow-1 text-center\"><a class=\"d-inline-block rounded-circle\" href=\"\/success\/rahil-jetly\" style=\"width:125px;height:125px;overflow:hidden\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/res.cloudinary.com\/springboard-images\/image\/upload\/v1558688241\/homepage-assets\/career-tracks\/sp-aic\/application-process\/admissions-rahil.png\" alt=\"Rahil Jetly\" style=\"object-fit:contain;max-width:170px;height:125px\" \/><\/a><p class=\"fw-bold mb-0\">Rahil Jetly<\/p><p class=\"text-muted lh-1\">Sales Operations Manager at Springboard<\/p><\/div><p class=\"mb-0 mx-auto text-center\"><a class=\"btn btn-primary mx-auto\" href=\"\/success\/rahil-jetly\">Read Story<\/a><\/p><\/div><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"pursue-volunteer-open-source-or-freelance-projects-to-build-your-portfolio\">Pursue Volunteer, Open-Source, or Freelance Projects to Build Your Portfolio<\/h3>\n\n\n\n<p>Building a solid portfolio is one of the best and most surefire ways to demonstrate your analytical skillset. Pursue volunteer opportunities, <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/freelance-data-analysis\/\" data-type=\"link\" data-id=\"https:\/\/www.springboard.com\/blog\/data-analytics\/freelance-data-analysis\/\" target=\"_blank\" rel=\"noreferrer noopener\">find freelance work<\/a>, or work on a personal project to highlight your analytical knowledge.<\/p>\n\n\n\n<p>If you are considering showcasing a personal project in your data analyst portfolio but don\u2019t have one readily available and are unsure where to start, consider using a publicly available data set. You can find all kinds of datasets on sites like <a href=\"https:\/\/www.data.gov\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data.gov<\/a> and <a href=\"https:\/\/datahub.io\/collections\" target=\"_blank\" rel=\"noreferrer noopener\">Datahub.io<\/a>.<\/p>\n\n\n\n<p>Finding a dataset that covers a topic you are already interested in is helpful. But more importantly, choose data that the most proficient methods can best analyze\u2014this will allow you to showcase your strengths to their fullest potential as an analyst or data scientist.<\/p>\n\n\n\n<p>In addition to personal projects, you will also want to fill your portfolio with projects that demonstrate your analytical skillset and showcase your ability to tackle real-world problems as part of a team.<\/p>\n\n\n\n<p>That\u2019s where volunteer work and freelance projects come in. Look for opportunities that will allow you to collaborate with others while working on the different phases of the data analysis life cycle. Not only will this experience make a good impression on potential employers, but it will also help strengthen the data analytics skills you need to be successful.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"build-your-network\">Build Your Network<\/h3>\n\n\n\n<p>Good networking can help you get your foot in the door, develop valuable relationships with experienced professionals, find a mentor, and more. Consider these resources to start building your professional network today:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>LinkedIn<\/strong>. The well-known social networking service for professionals makes finding and connecting with data analysts and other like-minded individuals easy.<\/li>\n\n\n\n<li><strong>Online Communities.<\/strong> Online communities aren\u2019t just great for meeting people with similar interests. They are also a great source of support and helpful information.<\/li>\n\n\n\n<li><strong>Conferences and Meet-Ups<\/strong>. Attending a data analyst conference or meet-up will allow you to network in person, which is a great way to make lasting impressions that could benefit you down the road.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"find-a-mentor\">Find a Mentor<\/h3>\n\n\n\n<p>No matter your profession, a <a href=\"https:\/\/www.springboard.com\/blog\/news\/introducing-the-springboard-mentor-advisory-board\/\" target=\"_blank\" rel=\"noreferrer noopener\">mentor<\/a> can provide guidance and feedback to help you achieve your career goals. Through them, you can learn lots of valuable insights, including how other analysts started out, the different career paths an analyst can take, as well as the pros and cons of those varying paths. As a mentee, you will benefit from your mentor\u2019s real-life experience and gain actionable insights you can use to chart your ideal career path.<\/p>\n\n\n\n<p>One way to find a good mentor is to use your professional network. Reach out to contacts to let them know you are looking for an experienced data analyst to become your mentor. Use professional networking platforms like LinkedIn to potential mentors and approach them about a mentorship.<\/p>\n\n\n\n<p>Before you reach out to someone about becoming your mentor, be sure to have a specific goal in mind. Be prepared with detailed questions and answers to potential questions, as well. Your potential mentor will likely ask questions about your personal and professional life, including what your career goals are, where you would like to be, and why you want them to mentor you.<\/p>\n\n\n\n<p>It is also a good idea to come up with a plan or structure for how you imagine your mentorship would work. You should be clear from the beginning about how much time you would like to spend with your mentor, the type of guidance you are looking for, and so on. Establishing what you are looking for early on is crucial if you want to get the most out of your mentorship as possible.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"consider-an-internship\">Consider an Internship<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.springboard.com\/blog\/data-science\/data-analyst-internship\/\" target=\"_blank\" rel=\"noreferrer noopener\">Landing an internship<\/a> as a data analyst is arguably one of the best ways to break into the industry. As an intern, you\u2019ll work on real-world projects, further develop your analytical skills, and gain valuable insights into the world of data analytics. Internships also provide excellent networking opportunities. Internships also give aspiring analysts the kind of hands-on experience that looks great on a resume.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"polish-your-resume-prep-for-interviews-and-start-applying\">Polish Your Resume, Prep for Interviews, and Start Applying<\/h3>\n\n\n\n<p>Now that you\u2019ve honed your skillset and compiled a professional portfolio, it\u2019s time to start your application prep. Talk to your mentor: have them sign off on your <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/data-analyst-portfolio\/\" target=\"_blank\" rel=\"noreferrer noopener\">portfolio<\/a> and help you with interview prep. Tap into your network for job leads and begin applying for <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/entry-level-data-analyst-jobs\/\" target=\"_blank\" rel=\"noreferrer noopener\">entry-level data analyst jobs<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"data-analyst-roles-to-consider\">Data Analyst Roles to Consider<\/h2>\n\n\n\n<div class=\"wp-block-essential-blocks-pro-data-table  root-eb-data-table-2hch6\"><div class=\"eb-parent-wrapper eb-parent-eb-data-table-2hch6 \"><div class=\"eb-data-table-2hch6 eb-data-table-wrapper\"><div class=\"eb-data-table-wrapper-inner\" data-post-id=\"14377\" data-block-id=\"eb-data-table-2hch6\" data-hide-header=\"false\" data-fixed-header=\"false\" data-show-pagination=\"false\" data-show-search=\"false\" data-fixed-header-scroll-height=\"300\"><\/div><\/div><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"how-much-can-you-make-as-a-data-analyst\">How Much Can You Make as a Data Analyst?<\/h2>\n\n\n\n<p>While not the most important factor in your exploration of how to become a data analyst, being able to earn a living should be high on your list of considerations.  As with most professions, salaries vary based on several factors, including geographic location, relevant work experience, etc. That being said, here are the current national averages for <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/data-analyst-salary\/\" target=\"_blank\" rel=\"noreferrer noopener\">data analyst salaries<\/a>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Entry-Level<\/strong>: Currently, the average base <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/entry-level-data-analyst-salary\/\" target=\"_blank\" rel=\"noreferrer noopener\">salary for entry-level data analyst<\/a> job postings in the US is <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Entry-Level-Data-Analyst-Salary\" target=\"_blank\" rel=\"noreferrer noopener\">$47,669 per year<\/a>.<\/li>\n\n\n\n<li><strong>Mid-Level<\/strong>: Job opportunities for mid-level data analysts include an annual salary of <a href=\"https:\/\/www.ziprecruiter.com\/Salaries\/Intermediate-Data-Analyst-Salary\" target=\"_blank\" rel=\"noreferrer noopener\">$69,343 per year<\/a>.&nbsp;<\/li>\n\n\n\n<li><strong>Senior<\/strong>: The average salary for a senior data analyst is around <a href=\"https:\/\/www.glassdoor.com\/Salaries\/senior-data-analyst-salary-SRCH_KO0,19.htm\" target=\"_blank\" rel=\"noreferrer noopener\">$102,820 per year<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"examples-to-learn-from\">Examples To Learn From<\/h2>\n\n\n\n<p>Curious to see how others began their career as data professionals? Check out the following videos for an inside look at how two successful analysts made the leap into the data field.<\/p>\n\n\n\n<div class=\"wp-block-essential-blocks-row alignfull  root-eb-row-dthav\"><div class=\"eb-parent-wrapper eb-parent-eb-row-dthav \"><div class=\"eb-row-root-container eb-row-dthav\" data-id=\"eb-row-dthav\"><div class=\"eb-row-wrapper\"><div class=\"eb-row-inner\">\n<div class=\"wp-block-essential-blocks-column  root-eb-column-ppjfq\"><div class=\"eb-parent-wrapper eb-parent-eb-column-ppjfq \"><div class=\"eb-column-wrapper eb-column-ppjfq\"><div class=\"eb-column-inner\">\n<h3 class=\"wp-block-heading\" id=\"data-analyst-career-switch-how-i-became-a-data-analyst\">How I Became a Data Analyst<\/h3>\n\n\n\n<p>This video features Wally Gbads, who successfully switched careers from mechanical engineering to data analysis after being laid off.<\/p>\n\n\n\n<p>In the video, Wally shares three critical skills needed to be a data analyst and resources to get you started, including online courses and software. You&#8217;ll also learn to how to update your resume and LinkedIn profile to reflect your new skills.<\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-essential-blocks-column  root-eb-column-p0o3m\"><div class=\"eb-parent-wrapper eb-parent-eb-column-p0o3m \"><div class=\"eb-column-wrapper eb-column-p0o3m\"><div class=\"eb-column-inner\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"ratio ratio-16x9 my-5\" itemprop=\"video\"><img src=\"https:\/\/img.youtube.com\/vi\/oZbEvdn9pbE\/sddefault.jpg\" class=\"img-fluid\" alt=\"YouTube video player for oZbEvdn9pbE\" loading=\"lazy\" style=\"object-fit:cover;width:100%;height:100%\" data-yt-facade=\"1\" \/><div class=\"yt-facade\" style=\"position:absolute;z-index:2;background:rgba(0,0,0,0.2)\"><svg fill=\"#fff\" height=\"100%\" viewBox=\"0 0 24 24\" width=\"72\" style=\"position:absolute;top:50%;left:50%;transform:translate(-50%, -50%);\"><path d=\"M0 0h24v24H0V0z\" fill=\"none\"><\/path><path d=\"M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z\"><\/path><\/svg><\/div><iframe loading=\"lazy\" title=\"Data Analyst Career Switch | How I Became a Data Analyst\" width=\"1170\" height=\"658\" data-yt-src=\"https:\/\/www.youtube.com\/embed\/oZbEvdn9pbE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n<\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-essential-blocks-row alignfull  root-eb-row-aajoi\"><div class=\"eb-parent-wrapper eb-parent-eb-row-aajoi \"><div class=\"eb-row-root-container eb-row-aajoi\" data-id=\"eb-row-aajoi\"><div class=\"eb-row-wrapper\"><div class=\"eb-row-inner\">\n<div class=\"wp-block-essential-blocks-column  root-eb-column-zj2eg\"><div class=\"eb-parent-wrapper eb-parent-eb-column-zj2eg \"><div class=\"eb-column-wrapper eb-column-zj2eg\"><div class=\"eb-column-inner\">\n<h2 class=\"wp-block-heading\" id=\"how-i-became-a-data-analyst-without-a-related-degree\">How I Became a Data Analyst (Without a Related Degree)<\/h2>\n\n\n\n<p>This video features Stefan, who transitioned from a recruiter role to a freelance data analyst without a degree in computer science, statistics, or econometry.<\/p>\n\n\n\n<p>In the video, Stefan shares the most essential skill for data analysts and how he developed it. He also talks about the importance of continuously learning new tools and skills. You&#8217;ll also learn how he landed a job at a big multinational company and transitioned to freelancing.<\/p>\n<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-essential-blocks-column  root-eb-column-jphhx\"><div class=\"eb-parent-wrapper eb-parent-eb-column-jphhx \"><div class=\"eb-column-wrapper eb-column-jphhx\"><div class=\"eb-column-inner\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"ratio ratio-16x9 my-5\" itemprop=\"video\"><img src=\"https:\/\/img.youtube.com\/vi\/LLakmj2v8xA\/sddefault.jpg\" class=\"img-fluid\" alt=\"YouTube video player for LLakmj2v8xA\" loading=\"lazy\" style=\"object-fit:cover;width:100%;height:100%\" data-yt-facade=\"1\" \/><div class=\"yt-facade\" style=\"position:absolute;z-index:2;background:rgba(0,0,0,0.2)\"><svg fill=\"#fff\" height=\"100%\" viewBox=\"0 0 24 24\" width=\"72\" style=\"position:absolute;top:50%;left:50%;transform:translate(-50%, -50%);\"><path d=\"M0 0h24v24H0V0z\" fill=\"none\"><\/path><path d=\"M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z\"><\/path><\/svg><\/div><iframe loading=\"lazy\" title=\"How I Became a Data Analyst (without a related degree)\" width=\"1170\" height=\"658\" data-yt-src=\"https:\/\/www.youtube.com\/embed\/LLakmj2v8xA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n<\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">FAQs About Becoming a Data Analyst<\/h3>\n\n\n\n<p>We\u2019ve got the answers to your most frequently asked questions:<\/p>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1670454448468\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Can I Become a Data Analyst Without a Degree?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Yes. Though some job listings for data analyst positions do list a bachelor\u2019s degree as a prerequisite, it\u2019s very possible to <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/data-analyst-without-degree\/\" target=\"_blank\" rel=\"noreferrer noopener\">become a data analyst without a degree<\/a>. For instance, in lieu of advanced degrees, many companies hire graduates from data bootcamps.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1670454464515\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Can You Learn Data Analytics on Your Own?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p><a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/learn-on-your-own\/\">Yes<\/a>, but it\u2019s not for the faint of heart. A structured learning plan taught by a skilled instructor is the easiest path to take\u2014something you\u2019ll realize the first time you run into a problem you can\u2019t solve on your own.<br \/>That doesn\u2019t mean you have to enroll in an undergraduate program or earn your bachelor\u2019s degree to become an analyst. <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/data-analytics-courses\/\">Online courses<\/a> and <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/best-data-analytics-bootcamps\/\">top data analytics bootcamps<\/a> can provide you with the structure, support, and skillset you need to become a skilled data analyst.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1684325120285\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Is It Worth Getting a Data Analytics Certificate?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>If you are interested in a <a href=\"https:\/\/www.springboard.com\/blog\/data-analytics\/careers-in-data-analytics\/\" data-type=\"link\" data-id=\"https:\/\/www.springboard.com\/blog\/data-analytics\/careers-in-data-analytics\/\" target=\"_blank\" rel=\"noreferrer noopener\">career in data analytics<\/a>, then a data analytics certificate can be a stepping stone to a rewarding career. It demonstrates your foundational knowledge and commitment to the field, potentially giving you an edge in a competitive job market with high demand for skilled professionals.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1670454483983\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Does Data Analytics Require Coding?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p><a href=\"https:\/\/www.springboard.com\/blog\/software-engineering\/what-is-coding\/\" target=\"_blank\" rel=\"noreferrer noopener\">Coding<\/a> is not a required skill for most data professionals, though having a surface-level familiarity and understanding of common programming languages is recommended. The most common languages include Python, R, and SQL.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1684325236730\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">Is Data Analysis a Stressful Job?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Data analysis can be stressful due to tight deadlines, complex data, and high-stakes decisions. But, setting realistic expectations, taking breaks, delegating tasks, and seeking help can alleviate this pressure. Overall, data analysis offers both challenges and rewards.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<p class=\"has-background\" style=\"background-color:#efeff6\"><strong>Since you&#8217;re here&#8230;<br><\/strong>Switching to a career in data analytics is possible, no matter your background. We\u2019ve helped <a href=\"https:\/\/www.springboard.com\/success\/\" target=\"_blank\" rel=\"noreferrer noopener\">over 10,000 students <\/a>make it happen. Check out our <a href=\"https:\/\/www.springboard.com\/resources\/learning-paths\/data-analysis\/\" target=\"_blank\" rel=\"noreferrer noopener\">free data analytics curriculum<\/a> to gauge your interest, or go all-in with our <a href=\"https:\/\/www.springboard.com\/courses\/data-analytics-career-track\/\" target=\"_blank\" rel=\"noreferrer noopener\">Data Analytics Bootcamp<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>According to the US Bureau of Labor Statistics, employment of data professionals is projected to jump 25% by the year 2030, meaning data analytics has one of the highest growth rates in the country.&nbsp;This comprehensive guide is your roadmap to a rewarding career in data analytics. We meticulously unpack the essentials\u2014from initiating your journey to [&hellip;]<\/p>\n","protected":false},"author":126,"featured_media":39260,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","_eb_data_table":"{\"eb-data-table-2hch6\":{\"columns\":{\"col\":[\"Job\",\"Overview\"],\"width\":[\"\",\"\"]},\"rows\":[[\"Business Intelligence (BI) Analyst\",\"These analysts focus on gathering and analyzing data to provide insights that help businesses make informed decisions. They might create reports, dashboards, and visualizations to communicate trends and patterns to stakeholders. BI analysts typically need strong skills in SQL (query language for databases), data visualization tools (like Tableau or Power BI), and basic statistics.\"],[\"Data Quality Analyst\",\"These analysts ensure the accuracy and completeness of data used by an organization. They clean and organize data sets, identify and fix errors, and develop processes to maintain data quality. Data quality analysts need strong attention to detail, proficiency in data wrangling tools (like Excel or OpenRefine), and an understanding of data validation techniques.\"],[\"Marketing Analyst\",\"This role involves analyzing marketing campaign data to measure success and identify areas for improvement. They track metrics like website traffic, conversion rates, and customer demographics. Marketing analysts need an understanding of marketing principles, data analysis tools (like Google Analytics), and good communication skills to present findings to marketing teams.\"]]}}","footnotes":""},"categories":[134],"tags":[],"marketing_tags":[1464],"class_list":{"0":"post-14377","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-analytics"},"acf":[],"_links":{"self":[{"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/posts\/14377"}],"collection":[{"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/users\/126"}],"replies":[{"embeddable":true,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/comments?post=14377"}],"version-history":[{"count":4,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/posts\/14377\/revisions"}],"predecessor-version":[{"id":56393,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/posts\/14377\/revisions\/56393"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/media\/39260"}],"wp:attachment":[{"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/media?parent=14377"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/categories?post=14377"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/tags?post=14377"},{"taxonomy":"marketing_tags","embeddable":true,"href":"https:\/\/www.springboard.com\/blog\/wp-json\/wp\/v2\/marketing_tags?post=14377"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}