{"id":43968,"date":"2026-01-13T12:00:00","date_gmt":"2026-01-13T11:00:00","guid":{"rendered":"https:\/\/www.ie.edu\/uncover-ie\/?p=43968"},"modified":"2026-03-23T16:05:57","modified_gmt":"2026-03-23T15:05:57","slug":"how-to-become-a-data-scientist-master-in-business-analytics-and-data-science","status":"publish","type":"post","link":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/","title":{"rendered":"How to become a data scientist: A step-by-step guide"},"content":{"rendered":"<\/span> 5<\/span> min read<\/span><\/span>\n

Understanding how to become a data scientist requires clarity about the role, the skills it demands, and the sequence in which those skills are usually developed. Data science<\/a> is not a single skill but a combination of statistical reasoning, programming, data handling, and communication, applied to real organizational problems.<\/p>\n\n\n\n

This guide explains what data scientists do, the skills you need, and the steps most people follow to enter the field, including realistic timelines, difficulty and costs.<\/p>\n\n\n\n

How to become a data scientist step by step<\/h2>\n\n\n\n

Step 1: Define the type of data science role you are targeting<\/h3>\n\n\n\n

Before learning tools or techniques, clarify the kind of role you are aiming for. Data science roles differ across industries and teams.<\/p>\n\n\n\n

Some roles emphasize product analytics and experimentation. Others focus on predictive modeling or applied machine learning. Industry context also matters, as expectations differ between sectors such as healthcare, finance, and technology.<\/p>\n\n\n\n

Defining a target role helps you prioritize the right skills and choose relevant projects.<\/p>\n\n\n\n

Step 2: Build foundational knowledge in a logical sequence<\/h3>\n\n\n\n

Most learning paths are more effective when skills are developed in order.<\/p>\n\n\n\n

Start with basic statistics and probability, followed by programming fundamentals. From there, focus on data cleaning and exploratory analysis. Only after these foundations are in place does machine learning become useful.<\/p>\n\n\n\n

This sequence reflects how data science work actually happens and reduces gaps that often appear when advanced topics are learned too early.<\/p>\n\n\n\n

Step 3: Learn the tools used in professional environments<\/h3>\n\n\n\n

Data scientists rely on a small set of tools consistently.<\/p>\n\n\n\n

Python and its data libraries are central to analysis and modeling. SQL is used to access and manipulate data stored in databases. Version control tools such as Git support collaboration and reproducibility.<\/p>\n\n\n\n

Visualization libraries and business intelligence tools are also common, especially in roles that support decision-makers directly.<\/p>\n\n\n\n

Learning these tools alongside practical tasks is more effective than studying them in isolation.<\/p>\n\n\n\n

Step 4: Build applied projects that demonstrate competence<\/h3>\n\n\n\n

Projects are the primary way to show that you can apply data science skills.<\/p>\n\n\n\n

Strong projects are structured around a clear question, use real data, document cleaning and assumptions, and evaluate results using appropriate metrics. They also explain conclusions in plain language.<\/p>\n\n\n\n

A small number of complete, well-documented projects is more effective than a large number of unfinished ones. Projects should align with the type of role you are targeting.<\/p>\n\n\n\n

Step 5: Prepare for entry into the job market<\/h3>\n\n\n\n

Before applying for roles, ensure your portfolio, resume, and technical skills are aligned with job descriptions.<\/p>\n\n\n\n

Many candidates enter data science through adjacent roles such as data analyst, business intelligence analyst, or research analyst. These roles provide exposure to real data, stakeholders, and production environments.<\/p>\n\n\n\n

This step bridges the gap between learning and professional practice.<\/p>\n\n\n\n

How long does it take to become a data scientist?<\/h2>\n\n\n\n

The time required depends on your background and goals. Candidates with prior experience in programming, mathematics, or quantitative fields often progress faster because they can focus on applied data work. Those starting without technical experience typically need more time to build foundational skills.<\/p>\n\n\n\n

Rather than focusing on months or years, it is more useful to track progress through milestones:<\/p>\n\n\n\n

– Ability to clean and analyze datasets independently<\/p>\n\n\n\n

– Ability to build and evaluate basic models<\/p>\n\n\n\n

– Completion of multiple role-relevant projects<\/p>\n\n\n\n

How hard is it to become a data scientist?<\/h2>\n\n\n\n

Data science is challenging because it combines multiple disciplines. You are expected to write code, understand statistics, work with imperfect data, and explain results clearly.<\/p>\n\n\n\n

Difficulty often comes from applying concepts to real datasets rather than learning theory. Real-world data is incomplete, inconsistent, and constrained by business requirements.<\/p>\n\n\n\n

The complexity becomes manageable when scope is limited. Focusing on one programming language, one role type, and one industry reduces cognitive load and accelerates progress.<\/p>\n\n\n\n

How to become a data scientist with no experience<\/h2>\n\n\n\n

\u201cNo experience\u201d usually means no paid experience rather than having no skills. In this case, your goal is to replace formal job history with credible evidence of competence. This includes projects, documentation, and clear explanations of your work.<\/p>\n\n\n\n

Entry through adjacent roles is common and practical. These positions allow you to apply data skills in a professional setting while continuing to develop toward a full data scientist role.<\/p>\n\n\n\n

Consistency and relevance matter more than background. Employers look for proof that you can handle real data and make defensible decisions.<\/p>\n\n\n\n

How much does it cost to become a data scientist?<\/h2>\n\n\n\n

Costs vary depending on how you learn.<\/p>\n\n\n\n

Self-directed learning<\/strong> using free or low-cost resources can be done with minimal financial investment, but it requires discipline and structure.<\/p>\n\n\n\n

Online certificates and professional programs<\/strong> typically involve monthly subscriptions or fixed fees. These costs range from hundreds to a few thousand dollars, depending on duration and provider.<\/p>\n\n\n\n

Data science bootcamps<\/strong> represent the highest financial cost. Tuition often falls in the high four-figure to low five-figure range, with differences based on format, support, and location.<\/p>\n\n\n\n

Beyond tuition, time<\/strong> is a significant cost. Programs that prioritize applied work and portfolio development tend to offer better returns on that investment.<\/p>\n\n\n\n

Study our Master in Business Analytics & Data Science<\/h2>\n\n\n\n

IE School of Science & Technology<\/a>\u2019s Master in Business Analytics & Data Science<\/a> gives you a structured route into analytics and data science, from core methods to applied impact. You build skills in business analytics, data science, machine learning and AI<\/a>, with a clear focus on using data to drive decisions and redesign products, services, and processes.<\/p>\n\n\n\n

You choose the format that fits your goals: full-time (11 months) or part-time (17 months), delivered in person or in a blended format, based in Madrid with an international destination built into the experience.<\/p>\n\n\n\n

If you want a practical, outcomes-focused way to move into data roles, explore the program to review the curriculum, speak with the admissions team, or start your application.<\/p>\n\n\n\n

Women at IE School of Science & Technology<\/h2>\n\n\n\n

At IE School of Science & Technology<\/a>, empowering women in STEM is embedded in the school\u2019s culture and academic experience. The school fosters an integrated ecosystem that helps women develop strong technical foundations. And this is all while building the confidence and leadership skills needed to succeed in complex, high-impact industries. With us, you’ll learn to apply science and technology to real-world challenges. What’s more, you’ll understand how innovation can drive meaningful social and economic change.<\/p>\n\n\n\n

Support continues far beyond the classroom. Through mentorship programs, networking opportunities and close interaction with faculty and industry leaders, women gain guidance from professionals who understand the realities of building a career in STEM. These initiatives help students navigate challenges such as career progression, work-life balance and leadership development while strengthening their professional networks and sense of belonging in the tech sector.<\/p>\n\n\n\n

\n
\n

These initiatives help students navigate challenges such as career progression, work-life balance and leadership development while strengthening their professional networks and sense of belonging in the tech sector.<\/h3>\n<\/div>\n\n\n\n
\n
\n
\"\"<\/figure>\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n

The community is reinforced through events and outreach initiatives that connect students with inspiring role models and emerging opportunities in science and technology. Programs such as Women in STEM Day bring together researchers, entrepreneurs and industry leaders for workshops, panels and discussions on topics ranging from entrepreneurial leadership to salary negotiation. Together, these initiatives create a supportive environment where women can connect, collaborate and step confidently into the future of science and technology.<\/p>\n\n\n\n

We detail everything in our dedicated page for Women at IE School of Science & Technology<\/a>.<\/h3>\n\n\n\n

Want to see how we support our students? Read our guide on IE mentorship in tech<\/a>.<\/em><\/p>\n\n\n\n

Want more information on what you can earn? Read our guide on data analyst salaries in Europe<\/a>.<\/em><\/p>\n\n\n\n

Need to find your best option? Read our guide on how to choose the best data analytics program<\/a>.<\/em><\/p>\n\n\n\n

Need reassurance on career outlook? Read our guide on the global demand for data science<\/a>.<\/em><\/p>\n\n\n\n

\n
\n

Learn how to become a data scientist<\/h3>\n\n\n\n

Strengthen your profile with the Master in Business Analytics & Data Science.<\/p>\n<\/div>\n\n\n\n

\n
\n
Learn more<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Make 2026 the start of your journey.<\/p>\n","protected":false},"author":56,"featured_media":43982,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_wpscppro_dont_share_socialmedia":false,"_wpscppro_custom_social_share_image":0,"_facebook_share_type":"","_twitter_share_type":"","_linkedin_share_type":"","_pinterest_share_type":"","_linkedin_share_type_page":"","_instagram_share_type":"","_medium_share_type":"","_threads_share_type":"","_google_business_share_type":"","_selected_social_profile":[],"_wpsp_enable_custom_social_template":false,"_wpsp_social_scheduling":{"enabled":true,"datetime":"2026-01-13 11:00:00","platforms":[],"status":"pending_publication","dateOption":"today","timeOption":"now","customDays":"","customHours":"","customDate":"","customTime":"","schedulingType":"absolute"},"_wpsp_active_default_template":true},"categories":[1066,338,1068],"tags":[816,483,489,944],"class_list":["post-43968","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-career-paths-planning","category-careers-outcomes","category-job-search-toolkit","tag-master-in-business-analytics-and-data-science","tag-masters","tag-school-of-science-and-technology","tag-science-technology-and-data"],"acf":[],"yoast_head":"\nHow to become a data scientist: A step-by-step guide<\/title>\n<meta name=\"description\" content=\"Kickstart a high-earning and future-proof career when you learn how to become a data scientist, with industry-insider advice.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to become a data scientist: A step-by-step guide\" \/>\n<meta property=\"og:description\" content=\"Kickstart a high-earning and future-proof career when you learn how to become a data scientist, with industry-insider advice.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Uncover IE\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-13T11:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-23T15:05:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2026\/01\/how-to-become-a-data-scientist.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1375\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Benjamin Bridson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Bridson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/\"},\"author\":{\"name\":\"Benjamin Bridson\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#\\\/schema\\\/person\\\/40456c228b5d3161530c80ce4cb0ede6\"},\"headline\":\"How to become a data scientist: A step-by-step guide\",\"datePublished\":\"2026-01-13T11:00:00+00:00\",\"dateModified\":\"2026-03-23T15:05:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/\"},\"wordCount\":1331,\"publisher\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/how-to-become-a-data-scientist.jpg\",\"keywords\":[\"Master in Business Analytics and Data Science\",\"Masters\",\"School of Science and Technology\",\"Science Technology and Data\"],\"articleSection\":[\"Career Paths & Planning\",\"Careers & Outcomes\",\"Job Search Toolkit\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/\",\"name\":\"How to become a data scientist: A step-by-step guide\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/how-to-become-a-data-scientist.jpg\",\"datePublished\":\"2026-01-13T11:00:00+00:00\",\"dateModified\":\"2026-03-23T15:05:57+00:00\",\"description\":\"Kickstart a high-earning and future-proof career when you learn how to become a data scientist, with industry-insider advice.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/how-to-become-a-data-scientist.jpg\",\"contentUrl\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/how-to-become-a-data-scientist.jpg\",\"width\":2560,\"height\":1375,\"caption\":\"Learn how to become a data scientist\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to become a data scientist: A step-by-step guide\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#website\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/\",\"name\":\"Uncover IE\",\"description\":\"Uncover IE\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#organization\",\"name\":\"Uncover IE\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/logo.png\",\"contentUrl\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2021\\\/03\\\/logo.png\",\"width\":1609,\"height\":356,\"caption\":\"Uncover IE\"},\"image\":{\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/#\\\/schema\\\/person\\\/40456c228b5d3161530c80ce4cb0ede6\",\"name\":\"Benjamin Bridson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/cropped-ie_emba_abril2514674-1-scaled-1-96x96.jpg\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/cropped-ie_emba_abril2514674-1-scaled-1-96x96.jpg\",\"contentUrl\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/cropped-ie_emba_abril2514674-1-scaled-1-96x96.jpg\",\"caption\":\"Benjamin Bridson\"},\"description\":\"Benjamin is the editor of Uncover IE. His writing is featured in the LAMDA Verse and Prose Anthology Vol. 19, The Primer and Moonflake Press. Benjamin provided translation for \\\"FalseStuff: La Muerte de las Musas\\\", winner of Best Theatre Show at the Max Awards 2024. Benjamin was shortlisted for the Bristol Old Vic Open Sessions 2016 and the Alpine Fellowship Writing Prize 2023.\",\"url\":\"https:\\\/\\\/www.ie.edu\\\/uncover-ie\\\/author\\\/ben-bridson\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How to become a data scientist: A step-by-step guide","description":"Kickstart a high-earning and future-proof career when you learn how to become a data scientist, with industry-insider advice.","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:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/","og_locale":"en_US","og_type":"article","og_title":"How to become a data scientist: A step-by-step guide","og_description":"Kickstart a high-earning and future-proof career when you learn how to become a data scientist, with industry-insider advice.","og_url":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/","og_site_name":"Uncover IE","article_published_time":"2026-01-13T11:00:00+00:00","article_modified_time":"2026-03-23T15:05:57+00:00","og_image":[{"width":2560,"height":1375,"url":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2026\/01\/how-to-become-a-data-scientist.jpg","type":"image\/jpeg"}],"author":"Benjamin Bridson","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Benjamin Bridson","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#article","isPartOf":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/"},"author":{"name":"Benjamin Bridson","@id":"https:\/\/www.ie.edu\/uncover-ie\/#\/schema\/person\/40456c228b5d3161530c80ce4cb0ede6"},"headline":"How to become a data scientist: A step-by-step guide","datePublished":"2026-01-13T11:00:00+00:00","dateModified":"2026-03-23T15:05:57+00:00","mainEntityOfPage":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/"},"wordCount":1331,"publisher":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/#organization"},"image":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#primaryimage"},"thumbnailUrl":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2026\/01\/how-to-become-a-data-scientist.jpg","keywords":["Master in Business Analytics and Data Science","Masters","School of Science and Technology","Science Technology and Data"],"articleSection":["Career Paths & Planning","Careers & Outcomes","Job Search Toolkit"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/","url":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/","name":"How to become a data scientist: A step-by-step guide","isPartOf":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#primaryimage"},"image":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#primaryimage"},"thumbnailUrl":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2026\/01\/how-to-become-a-data-scientist.jpg","datePublished":"2026-01-13T11:00:00+00:00","dateModified":"2026-03-23T15:05:57+00:00","description":"Kickstart a high-earning and future-proof career when you learn how to become a data scientist, with industry-insider advice.","breadcrumb":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#primaryimage","url":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2026\/01\/how-to-become-a-data-scientist.jpg","contentUrl":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2026\/01\/how-to-become-a-data-scientist.jpg","width":2560,"height":1375,"caption":"Learn how to become a data scientist"},{"@type":"BreadcrumbList","@id":"https:\/\/www.ie.edu\/uncover-ie\/how-to-become-a-data-scientist-master-in-business-analytics-and-data-science\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/www.ie.edu\/uncover-ie\/"},{"@type":"ListItem","position":2,"name":"How to become a data scientist: A step-by-step guide"}]},{"@type":"WebSite","@id":"https:\/\/www.ie.edu\/uncover-ie\/#website","url":"https:\/\/www.ie.edu\/uncover-ie\/","name":"Uncover IE","description":"Uncover IE","publisher":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.ie.edu\/uncover-ie\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.ie.edu\/uncover-ie\/#organization","name":"Uncover IE","url":"https:\/\/www.ie.edu\/uncover-ie\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.ie.edu\/uncover-ie\/#\/schema\/logo\/image\/","url":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2021\/03\/logo.png","contentUrl":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2021\/03\/logo.png","width":1609,"height":356,"caption":"Uncover IE"},"image":{"@id":"https:\/\/www.ie.edu\/uncover-ie\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.ie.edu\/uncover-ie\/#\/schema\/person\/40456c228b5d3161530c80ce4cb0ede6","name":"Benjamin Bridson","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2025\/04\/cropped-ie_emba_abril2514674-1-scaled-1-96x96.jpg","url":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2025\/04\/cropped-ie_emba_abril2514674-1-scaled-1-96x96.jpg","contentUrl":"https:\/\/www.ie.edu\/uncover-ie\/wp-content\/uploads\/2025\/04\/cropped-ie_emba_abril2514674-1-scaled-1-96x96.jpg","caption":"Benjamin Bridson"},"description":"Benjamin is the editor of Uncover IE. His writing is featured in the LAMDA Verse and Prose Anthology Vol. 19, The Primer and Moonflake Press. Benjamin provided translation for \"FalseStuff: La Muerte de las Musas\", winner of Best Theatre Show at the Max Awards 2024. Benjamin was shortlisted for the Bristol Old Vic Open Sessions 2016 and the Alpine Fellowship Writing Prize 2023.","url":"https:\/\/www.ie.edu\/uncover-ie\/author\/ben-bridson\/"}]}},"_links":{"self":[{"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/posts\/43968","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/comments?post=43968"}],"version-history":[{"count":6,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/posts\/43968\/revisions"}],"predecessor-version":[{"id":44389,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/posts\/43968\/revisions\/44389"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/media\/43982"}],"wp:attachment":[{"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/media?parent=43968"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/categories?post=43968"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ie.edu\/uncover-ie\/wp-json\/wp\/v2\/tags?post=43968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}