{"id":53795,"date":"2026-08-25T14:09:38","date_gmt":"2026-08-25T08:39:38","guid":{"rendered":"https:\/\/www.foundit.in\/career-advice\/?p=53795"},"modified":"2026-08-25T14:09:40","modified_gmt":"2026-08-25T08:39:40","slug":"how-to-become-a-data-scientist-after-12th","status":"publish","type":"post","link":"https:\/\/www.foundit.in\/career-advice\/how-to-become-a-data-scientist-after-12th\/","title":{"rendered":"How to Become a Data Scientist After 12th: A Complete Career Guide\u00a02026"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Students with an interest in technology, artificial intelligence, and data-driven decision making often have this question in mind, how to become&nbsp;<strong>data&nbsp;scientist&nbsp;after 12th<\/strong>? Data science is a field that demands a proper educational trajectory, as well as experience.&nbsp;&nbsp;&nbsp;<p class=\"wp-block-paragraph\">According to a NASSCOM report, India has the world&rsquo;s second-largest AI, machine learning, and big data analytics talent pool. The report also estimates that the demand for Data Science and AI professionals in India will exceed 1 million by&nbsp;2026.&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Data science is a blend of analytical thinking, programming, statistics, and business knowledge.&nbsp;&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">In this article, you will learn what is&nbsp;data&nbsp;science,&nbsp;eligibility criteria to become a&nbsp;<strong>Data Scientist after 12th<\/strong>,&nbsp;best&nbsp;<strong>data science courses after 12th<\/strong>,&nbsp;skills required to pursue a data science career,&nbsp;data science&nbsp;admission process, and the scope of&nbsp;data&nbsp;science in India.&nbsp;&nbsp;&nbsp;<\/p><h2 class=\"wp-block-heading\"><strong>What Does a Data Scientist Actually Do?&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">Before understanding&nbsp;<strong>how to become a&nbsp;data scientist after&nbsp;12th<\/strong>, it is important&nbsp;to know what the role involves.&nbsp;&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">A data scientist analyses vast amounts of data to uncover patterns, trends, and insights that can help address business challenges and&nbsp;make&nbsp;inform&nbsp;decision-making in various industries.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">The job entails gathering,&nbsp;cleaning,&nbsp;and&nbsp;analysing&nbsp;data&nbsp;through the use of&nbsp;programming languages,&nbsp;statistics,&nbsp;and machine learning methods.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Data&nbsp;scientists also develop predictive models, compile&nbsp;reports,&nbsp;and deliver&nbsp;presentations&nbsp;of insights that can aid in enhancing the services&nbsp;rendered&nbsp;by the&nbsp;organisation.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">In the banking industry, for instance, a data scientist could create models to detect fraudulent transactions or evaluate loan risks.&nbsp;&nbsp;&nbsp;<\/p><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/data-scientist-job-description\/\" target=\"_blank\" rel=\"noopener\">Data Scientist Job Description 2026<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Why Data Science is One of the Best Careers to Start After 12<\/strong><strong><sup>th<\/sup><\/strong><\/h2><p class=\"wp-block-paragraph\">&nbsp;A data science career after class 12 offers strong long-term growth, high demand, and excellent career opportunities.&nbsp;<\/p><p class=\"wp-block-paragraph\">Early exposure to building technical skills provides students with&nbsp;ample opportunity&nbsp;to&nbsp;acquire&nbsp;more hands-on experience, certifications, and to prepare themselves for high-demand career roles.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Many students opt for&nbsp;<strong>data scientist after 12th<\/strong>&nbsp;as a career because of the following reasons:&nbsp;&nbsp;<\/p><ul class=\"wp-block-list\">\n<li><strong>Demand in every sector:&nbsp;<\/strong>Data scientists are in demand in IT, banking, healthcare, retail,&nbsp;manufacturing,&nbsp;and e-commerce.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Salaries:&nbsp;<\/strong>Entry-level Data Scientists can expect to earn anywhere from &#8377;6,00,000 to &#8377;14,00,000 per year, depending on their skills, education, company, and location.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Useful for multiple industries:&nbsp;<\/strong>Data&nbsp;science skills are transferable across industries, making career transitions easier while&nbsp;retaining&nbsp;valuable&nbsp;expertise.&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>High long-term growth:<\/strong>&nbsp;Experts who have been around the machine learning, AI, and big data can apply their experience to move into higher-paying senior positions.&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Global career opportunities:<\/strong>&nbsp;There are opportunities for skilled data scientists to work remotely and internationally with various groups.&nbsp;<\/li>\n<\/ul><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/thinking-of-a-career-in-data-science\/\" target=\"_blank\" rel=\"noopener\">Thinking of a career in data science? Here&rsquo;s what you need to know<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Data Science Courses After 12th: All Your Options Explained&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">The&nbsp;selection&nbsp;of the best data science courses after 12th is based on a few key factors such as academic background, career&nbsp;objectives, budget, and preferred learning styles.&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">The students have the options for pursuing degree&nbsp;programmes, diploma&nbsp;courses&nbsp;or online certifications to&nbsp;acquire&nbsp;data science knowledge and skills that can lead them to pursue careers in data science.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Undergraduate Degree&nbsp;Programmes<\/strong><\/h3><p class=\"wp-block-paragraph\">For students who are aiming to pursue a long-term career in data science, a bachelor&rsquo;s degree is the most well-known degree. Here are a few of the most popular options listed in the table below.&nbsp;<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Course<\/strong>&nbsp;<\/td><td><strong>Duration<\/strong>&nbsp;<\/td><td><strong>Eligibility<\/strong>&nbsp;<\/td><td><strong>Suitable For<\/strong>&nbsp;<\/td><\/tr><tr><td>B.Tech&nbsp;in Data Science \/ Computer Science with AI&nbsp;<\/td><td>4 years&nbsp;<\/td><td>PCM with minimum marks as required by the institute&nbsp;<\/td><td>Students interested in software engineering, AI, and data science roles&nbsp;<\/td><\/tr><tr><td>B.Sc. in Data Science \/ Statistics&nbsp;<\/td><td>3 years&nbsp;<\/td><td>10+2 with Mathematics (eligibility varies by college)&nbsp;<\/td><td>Students interested in analytics and research-based careers&nbsp;<\/td><\/tr><tr><td>BCA with Data Science&nbsp;Specialisation&nbsp;<\/td><td>3 years&nbsp;<\/td><td>10+2 (Mathematics may be required by some institutes)&nbsp;<\/td><td>Students interested in programming, databases, and analytics&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><strong>Diploma in Data Science&nbsp;<\/strong><\/h3><p class=\"wp-block-paragraph\">A diploma&nbsp;is&nbsp;appropriate for&nbsp;students who wish to&nbsp;acquire&nbsp;practical skills in a shorter time. It can set you up for jobs at the basic level, or it can&nbsp;add to&nbsp;a bachelor&rsquo;s degree for&nbsp;additional&nbsp;career opportunities.&nbsp;<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Course<\/strong>&nbsp;<\/td><td><strong>Duration<\/strong>&nbsp;<\/td><td><strong>Eligibility<\/strong>&nbsp;<\/td><td><strong>Suitable For<\/strong>&nbsp;<\/td><\/tr><tr><td>Diploma in Data Science&nbsp;<\/td><td>6&ndash;18 months&nbsp;<\/td><td>10+2 from a&nbsp;recognised&nbsp;board (eligibility varies by institute)&nbsp;<\/td><td>Students looking for practical skills and faster entry into the job market&nbsp;<\/td><\/tr><tr><td>PG Diploma in Data Science*&nbsp;<\/td><td>1&ndash;2 years&nbsp;<\/td><td>Bachelor&rsquo;s degree&nbsp;<\/td><td>Graduates planning to&nbsp;specialise&nbsp;in data science&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><p class=\"wp-block-paragraph\">*PG Diploma is not available&nbsp;immediately&nbsp;after Class 12 and is included only for future reference.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Online Certification Courses&nbsp;<\/strong><\/h3><p class=\"wp-block-paragraph\">Students take certification courses online to gain industry-relevant&nbsp;skills, and&nbsp;enhance their resumes. It is preferable to take these along with a&nbsp;recognised&nbsp;degree and not instead of it.&nbsp;<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Certification<\/strong>&nbsp;<\/td><td><strong>Duration<\/strong>&nbsp;<\/td><td><strong>Platform<\/strong>&nbsp;<\/td><td><strong>Key Skills Covered<\/strong>&nbsp;<\/td><\/tr><tr><td>Google Data Analytics Professional Certificate&nbsp;<\/td><td>About 6 months&nbsp;<\/td><td>Coursera&nbsp;<\/td><td><a href=\"https:\/\/www.foundit.in\/career-advice\/best-skills-to-become-a-data-analyst\/\" target=\"_blank\" rel=\"noopener\">Data analytics<\/a>, SQL, spreadsheets, Tableau, R&nbsp;<\/td><\/tr><tr><td>IBM Data Science Professional Certificate&nbsp;<\/td><td>About 5&ndash;6 months&nbsp;<\/td><td>Coursera&nbsp;<\/td><td>Python, SQL, data&nbsp;visualisation, machine learning&nbsp;<\/td><\/tr><tr><td>Machine Learning&nbsp;Specialisation&nbsp;<\/td><td>About 3 months&nbsp;<\/td><td>Coursera \/ DeepLearning.AI&nbsp;<\/td><td>Machine learning, supervised and unsupervised learning&nbsp;<\/td><\/tr><tr><td>NPTEL Data Science Courses&nbsp;<\/td><td>8&ndash;12 weeks&nbsp;<\/td><td>NPTEL&nbsp;<\/td><td>Statistics, Python, machine learning, data analysis&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/cyber-security-vs-data-science\/\" target=\"_blank\" rel=\"noopener\">Cyber Security Vs Data Science: Choose the Right Fit<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Eligibility &amp; Stream Requirements: Who Can Become a Data Scientist After 12th?&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">Students from different academic streams can pursue a career as a&nbsp;<strong>data scientist after 12th<\/strong>, provided they meet the&nbsp;<strong>data science eligibility after 12th<\/strong>&nbsp;criteria of their chosen course or institution.&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Science students are&nbsp;generally more&nbsp;flexible and can pursue the field by&nbsp;taking up&nbsp;appropriate degree&nbsp;courses,&nbsp;whereas&nbsp;students from Commerce and Arts can also join the profession via&nbsp;appropriate degree&nbsp;courses.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Data science eligibility after 12th&nbsp;by stream&nbsp;<\/strong>&nbsp;<\/h3><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Stream<\/strong>&nbsp;<\/td><td><strong>Eligible Courses<\/strong>&nbsp;<\/td><td><strong>Common Eligibility<\/strong>&nbsp;<\/td><td><strong>Entrance Exams<\/strong>&nbsp;<\/td><\/tr><tr><td>Science (PCM)&nbsp;<\/td><td>B.Tech&nbsp;in Data Science,&nbsp;B.Tech&nbsp;CSE (AI), B.Sc. Data Science, B.Sc. Statistics&nbsp;<\/td><td>10+2 with Physics, Chemistry, and Mathematics (minimum marks as per institute)&nbsp;<\/td><td>JEE Main, JEE Advanced, CUET, State CETs&nbsp;<\/td><\/tr><tr><td>Science (PCB)&nbsp;<\/td><td>B.Sc. Data Science, B.Sc. Statistics&nbsp;<\/td><td>10+2 with Biology (Mathematics may be required by some universities)&nbsp;<\/td><td>CUET, University entrance exams&nbsp;<\/td><\/tr><tr><td>Commerce (with Mathematics)&nbsp;<\/td><td>BCA, B.Sc. Statistics,&nbsp;B.Com&nbsp;Data Analytics&nbsp;<\/td><td>10+2 with Mathematics&nbsp;<\/td><td>CUET, University entrance exams&nbsp;<\/td><\/tr><tr><td>Arts (with Mathematics)&nbsp;<\/td><td>BCA, Selected B.Sc.&nbsp;programmes&nbsp;<\/td><td>10+2 with Mathematics&nbsp;<\/td><td>CUET, University entrance exams&nbsp;<\/td><\/tr><tr><td>Commerce\/Arts (without Mathematics)&nbsp;<\/td><td>Limited options such as foundation or bridge&nbsp;programmes&nbsp;offered by some institutes&nbsp;<\/td><td>Eligibility varies by institution&nbsp;<\/td><td>University-specific entrance exams&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><strong>General eligibility requirements&nbsp;<\/strong><\/h3><p class=\"wp-block-paragraph\">Most colleges offering&nbsp;data science courses after 12th&nbsp;follow these admission requirements:&nbsp;<\/p><ul class=\"wp-block-list\">\n<li>Pass Class 12 (10+2) from a&nbsp;recognised&nbsp;board.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Secure at least&nbsp;50%&ndash;60% marks&nbsp;in&nbsp;class 12. Top institutes may&nbsp;require&nbsp;higher scores.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Mathematics is compulsory for many&nbsp;B.Tech, B.Sc., and BCA&nbsp;programmes.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Qualify for&nbsp;entrance examinations, if required by the institution.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Basic analytical, logical reasoning, and problem-solving skills are helpful for succeeding in the course.&nbsp;&nbsp;<\/li>\n<\/ul><h3 class=\"wp-block-heading\"><strong>Popular entrance exams<\/strong><\/h3><p class=\"wp-block-paragraph\">Students planning&nbsp;how to become a&nbsp;<strong>data scientist after 12th<\/strong>&nbsp;should be aware of these entrance exams:&nbsp;<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Entrance Exam<\/strong>&nbsp;<\/td><td><strong>Accepted For<\/strong>&nbsp;<\/td><\/tr><tr><td>JEE Main&nbsp;<\/td><td>NITs, IIITs, and many private engineering colleges&nbsp;<\/td><\/tr><tr><td>JEE Advanced&nbsp;<\/td><td>IIT admission&nbsp;<\/td><\/tr><tr><td>CUET UG&nbsp;<\/td><td>Central universities offering B.Sc. and BCA programmes&nbsp;<\/td><\/tr><tr><td>State CETs&nbsp;<\/td><td>State engineering and science colleges&nbsp;<\/td><\/tr><tr><td>University-specific entrance exams&nbsp;<\/td><td>Private universities offering data science and related programmes&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/list-of-entrance-exams-after-12th\/\" target=\"_blank\" rel=\"noopener\">List Entrance Exams After 12th Across Streams&nbsp;2026<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Step-by-Step Roadmap: How to Become a Data Scientist After 12<\/strong><strong><sup>th<\/sup><\/strong><\/h2><p class=\"wp-block-paragraph\">Building a successful career as a&nbsp;<strong>data scientist after 12th<\/strong>&nbsp;requires the right education, technical skills, practical experience, and continuous learning. The roadmap below outlines the key steps students can follow to prepare for a career in data science.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Step 1: Choose the right undergraduate programme<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">The&nbsp;initial&nbsp;step to follow while learning how to become a&nbsp;<strong>data scientist after&nbsp;12th<\/strong>&nbsp;is choosing the right course for one&rsquo;s career.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Students will have options of B.Tech in Data Science, B.B.Sc (Tech) Computer Science, Data Science, Statistics, or BCA (Data Science Specialisation).&nbsp;<\/p><p class=\"wp-block-paragraph\">Choose a recognised college that offers practical learning, internships, and industry exposure.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Step 2: Develop core technical skills<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">In addition to the subject content of lessons, students need to acquire the skills that are required for the workplace.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">&nbsp;Focus on learning:&nbsp;<\/p><ul class=\"wp-block-list\">\n<li>Python programming&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>SQL and database management&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Statistics and probability&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Data visualisation tools such as Tableau and Power BI&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Machine learning fundamentals&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Microsoft Excel&nbsp;&nbsp;<\/li>\n<\/ul><h3 class=\"wp-block-heading\"><strong>Step 3: Build projects and a portfolio<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">Practical projects demonstrate the ability to solve real-world problems using data. Students should begin creating projects during their undergraduate studies and maintain a portfolio on platforms such as GitHub.&nbsp;<\/p><p class=\"wp-block-paragraph\">A strong portfolio should include:&nbsp;<\/p><ul class=\"wp-block-list\">\n<li>3&ndash;5 data science projects&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Data cleaning and visualisation examples&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Machine learning projects&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Project documentation explaining the approach and results&nbsp;&nbsp;<\/li>\n<\/ul><h3 class=\"wp-block-heading\"><strong>Step 4: Gain internship experience<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">Internships give exposure to tools of industry,&nbsp;workflows,&nbsp;and business problems. They also add a boost to a resume and enhance post-graduate employability.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Internships are offered to students in the second year or senior year in the areas of analytics, business intelligence,&nbsp;AI,&nbsp;or data science.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Step 5: Apply for entry-level data science roles<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">Upon graduation, students can pursue careers as&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/best-skills-to-become-a-data-analyst\/\" target=\"_blank\" rel=\"noopener\">Data Analyst<\/a>, Junior Data Scientist, Business Analyst, or Machine Learning Associate, among other positions.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Having a well-organised resume with projects, internships, technical skills, certifications, and accomplishments will increase the likelihood of securing interviews and kick-start a thriving data science career in India.&nbsp;<\/p><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/career-change-to-data-science\/\" target=\"_blank\" rel=\"noopener\">How to Switch a Career to Data Science<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Essential Skills Every Data Science Aspirant Should Start Building Now&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">Students aspiring to be data scientists after 12th should make a point to&nbsp;acquire&nbsp;technical and non-technical skills from the very beginning of their academic education.&nbsp;&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">It is important to cultivate these skills in college as it aids in making a student more employable and better prepared for real-life projects.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Technical skills&nbsp;<\/strong><\/h3><p class=\"wp-block-paragraph\">These are the primary technical skills required to be a successful&nbsp;<strong>data scientist after 12th<\/strong>&nbsp;career:&nbsp;&nbsp;&nbsp;<\/p><ul class=\"wp-block-list\">\n<li><strong>Python:<\/strong>&nbsp;Discover data analysis and machine learning libraries like Pandas, NumPy, Matplotlib, and Scikit-learn.&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>SQL:&nbsp;<\/strong>Be able to access,&nbsp;manipulate,&nbsp;and analyse data in relational databases.&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Statistics and Probability:&nbsp;<\/strong>Know some concepts in statistics and probability (regression, hypothesis testing, probability distributions).&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Machine Learning:<\/strong>&nbsp;Learn supervised and unsupervised learning, classification, regression, and model evaluation techniques.&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Data&nbsp;Visualisation:&nbsp;<\/strong>Develop dashboards and reports with Power BI, Tableau and Python&nbsp;visualisation&nbsp;libraries.&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li><strong>Microsoft Excel:&nbsp;<\/strong>Develop spreadsheet and data analysis competencies; Excel continues to be an essential application in many organisations.&nbsp;&nbsp;&nbsp;<\/li>\n<\/ul><h3 class=\"wp-block-heading\"><strong>Tools and platforms to learn&nbsp;<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">Students pursuing&nbsp;data science courses after 12th&nbsp;should become familiar with industry-standard tools.&nbsp;<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Tool<\/strong>&nbsp;<\/td><td><strong>Purpose<\/strong>&nbsp;<\/td><\/tr><tr><td>Jupyter Notebook \/ Google Colab&nbsp;<\/td><td>Writing and testing Python code&nbsp;<\/td><\/tr><tr><td>Git and GitHub&nbsp;<\/td><td>Version control and project portfolio&nbsp;<\/td><\/tr><tr><td>Power BI \/ Tableau&nbsp;<\/td><td>Data visualisation and dashboard creation&nbsp;<\/td><\/tr><tr><td>Microsoft Excel \/ Google Sheets&nbsp;<\/td><td>Data organisation and analysis&nbsp;<\/td><\/tr><tr><td>AWS, Microsoft Azure, Google Cloud&nbsp;<\/td><td>Cloud computing fundamentals&nbsp;<\/td><\/tr><tr><td>Apache Spark&nbsp;<\/td><td>Big data processing&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><strong>Soft skills employers value<\/strong><\/h3><p class=\"wp-block-paragraph\">Along with technical knowledge, employers also look for strong workplace skills.&nbsp;<\/p><ul class=\"wp-block-list\">\n<li>Communication and presentation&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Analytical and critical thinking&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Problem-solving ability&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Teamwork and collaboration&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Attention to detail&nbsp;&nbsp;<\/li>\n<\/ul><p class=\"wp-block-paragraph\">&nbsp;Developing these skills alongside technical expertise can strengthen a student&rsquo;s profile and expand their&nbsp;<strong>data science career scope in India<\/strong>.&nbsp;<\/p><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/top-data-scientist-skills-to-get-you-hired\/\" target=\"_blank\" rel=\"noopener\">Data Scientist Skills To Get You Hired in 2026<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Data Scientist Salary in India: From Fresher to Senior Level&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">The best thing about a&nbsp;<strong>data scientist after&nbsp;12th<\/strong>&nbsp;career path is that the earning potential is quite high.&nbsp;<strong>Data scientist salary in India<\/strong>&nbsp;is influenced by the experience, skills, location, industry, and organisation.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">The following table provides a general overview of the salary trend for data science roles in India.&nbsp;<\/p><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Experience Level<\/strong>&nbsp;<\/td><td><strong>Annual Salary Range<\/strong>&nbsp;<\/td><td><strong>Average Monthly In-Hand Salary<\/strong>&nbsp;<\/td><\/tr><tr><td>Fresher (0&ndash;1 year)&nbsp;<\/td><td>&#8377;6&ndash;9 LPA&nbsp;<\/td><td>&#8377;42,000&ndash;&#8377;63,000&nbsp;<\/td><\/tr><tr><td>Junior (1&ndash;3 years)&nbsp;<\/td><td>&#8377;8&ndash;14 LPA&nbsp;<\/td><td>&#8377;56,000&ndash;&#8377;98,000&nbsp;<\/td><\/tr><tr><td>Mid-Level (4&ndash;6 years)&nbsp;<\/td><td>&#8377;12&ndash;22 LPA&nbsp;<\/td><td>&#8377;84,000&ndash;&#8377;1,54,000&nbsp;<\/td><\/tr><tr><td>Senior (7&ndash;10 years)&nbsp;<\/td><td>&#8377;20&ndash;35 LPA&nbsp;<\/td><td>&#8377;1,40,000&ndash;&#8377;2,45,000&nbsp;<\/td><\/tr><tr><td>Lead\/Principal (10+ years)&nbsp;<\/td><td>&#8377;30&ndash;60+ LPA&nbsp;<\/td><td>&#8377;2,10,000&ndash;&#8377;4,20,000+&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><p class=\"wp-block-paragraph\"><strong>Disclaimer:&nbsp;<\/strong>The salary ranges mentioned above are approximate and may vary based on factors such as&nbsp;location, company, individual skills, educational background, and market demand. These figures&nbsp;are indicative of entry-level roles and should not be considered guaranteed compensation.&nbsp;<\/p><p class=\"has-yellow-background-color has-background wp-block-paragraph\"><strong>Read Also:&nbsp;<a href=\"https:\/\/www.foundit.in\/career-advice\/data-scientist-interview-questions-and-answers\/\" target=\"_blank\" rel=\"noopener\">30 Data Scientist Interview Questions and Answers<\/a>&nbsp;<\/strong><\/p><h2 class=\"wp-block-heading\"><strong>Career Paths &amp; Job Roles You Can Pursue with a Data Science Degree&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">Completing&nbsp;data science courses after 12th&nbsp;can lead to diverse career opportunities in sectors such as technology, finance, healthcare, e-commerce, consulting, and manufacturing.&nbsp;&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">With experience, they can progress from entry-level roles to specialised and leadership positions.&nbsp;<\/p><h3 class=\"wp-block-heading\"><strong>Career path in data science<\/strong><\/h3><figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Career Level<\/strong>&nbsp;<\/td><td><strong>Job Role<\/strong>&nbsp;<\/td><td><strong>Key Responsibilities<\/strong>&nbsp;<\/td><\/tr><tr><td>Entry Level&nbsp;<\/td><td>Data Analyst&nbsp;<\/td><td>Gather, filter, process and display data to aid business decisions&nbsp;<\/td><\/tr><tr><td>Entry Level&nbsp;<\/td><td>Junior Data Scientist&nbsp;<\/td><td>Support data preparation, model building and predictive analysis&nbsp;<\/td><\/tr><tr><td>Mid Level&nbsp;<\/td><td>Data Scientist&nbsp;<\/td><td>Construct a model for machine learning, analyse large data&nbsp;sets,&nbsp;and resolve business issues.&nbsp;<\/td><\/tr><tr><td>Mid Level&nbsp;<\/td><td>Data Engineer&nbsp;<\/td><td>Build data pipelines, manage&nbsp;databases,&nbsp;and data infrastructure.&nbsp;<\/td><\/tr><tr><td>Senior Level&nbsp;<\/td><td>Senior Data Scientist&nbsp;<\/td><td>Drive data science initiatives, mentor teams, and create sophisticated analytical solutions&nbsp;<\/td><\/tr><tr><td>Senior Level&nbsp;<\/td><td>Data Science Manager&nbsp;<\/td><td>Manage data science teams and align business goals with data-driven strategies&nbsp;<\/td><\/tr><tr><td>Specialised&nbsp;<\/td><td>Machine Learning Engineer&nbsp;<\/td><td>Design, build, and deploy machine learning models&nbsp;<\/td><\/tr><tr><td>Specialised&nbsp;<\/td><td>AI Specialist&nbsp;<\/td><td>Develop artificial intelligence solutions such as NLP and computer vision applications&nbsp;<\/td><\/tr><tr><td>Specialised&nbsp;<\/td><td>Data Science Consultant&nbsp;<\/td><td>Help organisations implement data-driven strategies and analytics solutions&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><h3 class=\"wp-block-heading\"><strong>Industries hiring data science professionals&nbsp;<\/strong>&nbsp;<\/h3><p class=\"wp-block-paragraph\">Students planning a&nbsp;<strong>data scientist after 12th<\/strong>&nbsp;career can find opportunities in multiple sectors, including:&nbsp;<\/p><ul class=\"wp-block-list\">\n<li>Information Technology (IT)&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Banking and Financial Services (BFSI)&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Healthcare and Pharmaceuticals&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>E-commerce and Retail&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Manufacturing&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Telecommunications&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Consulting&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Government and Public Sector&nbsp;&nbsp;<\/li>\n<\/ul><ul class=\"wp-block-list\">\n<li>Education and EdTech&nbsp;&nbsp;<\/li>\n<\/ul><p class=\"wp-block-paragraph\">The expanding&nbsp;data science career scope in India&nbsp;allows professionals to work in different industries without changing their core technical skills. Continuous learning and practical experience can further improve career growth and salary prospects.&nbsp;<\/p><h2 class=\"wp-block-heading\"><strong>Conclusion&nbsp;<\/strong><\/h2><p class=\"wp-block-paragraph\">Students with an interest in math, programming, and problem-solving are well-suited for a data science career after Class 12.&nbsp;<\/p><p class=\"wp-block-paragraph\">Knowing how to become a&nbsp;<strong>data scientist after&nbsp;12th<\/strong>, choosing the right courses for data science, and developing the necessary skills for data science can help students pave the way for a successful career.&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">Before applying, students should check the data science eligibility after 12th, compare the top colleges for data science in India, and choose a course that aligns with their career goals.&nbsp;&nbsp;&nbsp;<\/p><p class=\"wp-block-paragraph\">By continuously learning, gaining hands-on experience, and&nbsp;acquiring&nbsp;the necessary technical&nbsp;expertise, students can&nbsp;establish&nbsp;a solid foundation and enhance their data scientist salary over time in India.&nbsp;<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Students with an interest in technology, artificial intelligence, and data-driven decision making often have this question in mind, how to become&nbsp;data&nbsp;scientist&nbsp;after 12th? Data science is a field that demands a proper educational trajectory, as well as experience.&nbsp;&nbsp;&nbsp;According to a NASSCOM report, India has the world&rsquo;s second-largest AI, machine learning, and big data analytics talent pool. &hellip; <a href=\"https:\/\/www.foundit.in\/career-advice\/how-to-become-a-data-scientist-after-12th\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">How to Become a Data Scientist After 12th: A Complete Career Guide\u00a02026<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":53862,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[107],"tags":[],"class_list":["post-53795","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hard-skills"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/posts\/53795","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/comments?post=53795"}],"version-history":[{"count":1,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/posts\/53795\/revisions"}],"predecessor-version":[{"id":53863,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/posts\/53795\/revisions\/53863"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/media\/53862"}],"wp:attachment":[{"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/media?parent=53795"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/categories?post=53795"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.foundit.in\/career-advice\/wp-json\/wp\/v2\/tags?post=53795"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}