{"id":2283,"date":"2026-06-12T14:00:00","date_gmt":"2026-06-12T08:30:00","guid":{"rendered":"https:\/\/www.coursevidya.com\/blog\/?p=2283"},"modified":"2026-06-12T19:06:24","modified_gmt":"2026-06-12T13:36:24","slug":"fresher-data-science-job-roadmap","status":"publish","type":"post","link":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/","title":{"rendered":"How to get a Data Science job with no experience? A 30-day roadmap to your first Data Science job"},"content":{"rendered":"<figure class=\"wp-block-post-featured-image\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" style=\"object-fit:cover;\" srcset=\"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp 800w, https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan-300x169.webp 300w, https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan-768x432.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n<p class=\"wp-block-paragraph\">Wondering how to get a Data Science job with no experience?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is one of the most common questions Data Science graduates ask.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For landing your first Data Science job, you need a balanced and systematic roadmap. You need to go through your basics while building projects to highlight your ability to handle unstructured data efficiently.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">But how to strategize an effective Data Science roadmap for beginners?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To solve this exact dilemma, we have created a 30-day Data Science roadmap to help you get your first Data Science job as a fresher.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why most Data Science freshers fail to get a job<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Nowadays, tech recruiters and hiring managers look for practical skills along with academic backgrounds. Data Science fresher graduates tick only one criterion, but many of them lack real-world skills.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">During the training or <a href=\"https:\/\/www.coursevidya.com\/institutes\/india\/data-science-courses\/\">Data Science classes<\/a>, aspirants are required to complete academic assignments that are effective for learning, but don&#8217;t present industry-standard problems. As a result, fresher Data Science graduates are often unable to secure jobs because of the gap between their classroom knowledge and corporate requirements.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Freshers in this domain often have little to no <a href=\"https:\/\/github.com\/topics\/data-science\">GitHub<\/a> presence, which becomes another obstacle in their job hunt as a Data Science fresher with no experience. And without a GitHub presence, recruiters have no way to verify your practical skills beyond your resume. Additionally, in Data Science interviews, freshers are often able to explain complex concepts but struggle to apply them to real business metrics.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Top Data Science jobs for freshers in India<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Target Job Title<\/th><th>Core Daily Responsibility<\/th><th>Primary Technical Stack<\/th><th>Freshers Salary Range (India)<\/th><\/tr><\/thead><tbody><tr><td><em>Data Analyst<\/em><\/td><td>Cleaning data, running SQL queries, and building business dashboards.<\/td><td>SQL, Excel, Tableau \/ Power BI<\/td><td>\u20b94.5 LPA \u2013 \u20b97.5 LPA<\/td><\/tr><tr><td><em>Junior Data Scientist<\/em><\/td><td>Assisting seniors with exploratory analysis and building predictive models.<\/td><td>Python, SQL, Pandas, Scikit-Learn<\/td><td>\u20b96.0 LPA \u2013 \u20b910.0 LPA<\/td><\/tr><tr><td><em>BI Analyst (Business Intelligence)<\/em><\/td><td>Tracking company KPIs and converting raw metrics into stakeholder reports.<\/td><td>SQL, Power BI, Tableau, Excel<\/td><td>\u20b94.0 LPA \u2013 \u20b97.0 LPA<\/td><\/tr><tr><td><em>Associate Data Engineer<\/em><\/td><td>Maintaining database pipelines and moving data from source to storage.<\/td><td>SQL, Python, Basic Cloud (AWS\/GCP), ETL tools<\/td><td>\u20b95.0 LPA \u2013 \u20b98.5 LPA<\/td><\/tr><tr><td><em>Data Operations Specialist<\/em><\/td><td>Validating, standardising, and managing internal data entry structures.<\/td><td>Excel, Basic SQL, Google Sheets<\/td><td>\u20b93.0 LPA \u2013 \u20b95.0 LPA<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Where Data Science freshers actually get hired<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Company type<\/th><th>Fresher hiring probability<\/th><th>What they look for most<\/th><th>Interview focus areas<\/th><\/tr><\/thead><tbody><tr><td><strong>Early-Stage Startups<\/strong><\/td><td>High<\/td><td>Speed, raw coding talent, and active GitHub apps<\/td><td>Live coding rounds and building a prototype fast<\/td><\/tr><tr><td><strong>Analytics Firms<\/strong><\/td><td>High<\/td><td>Strong SQL, basic stats, and data cleaning skills<\/td><td>SQL queries, puzzles, and case studies<\/td><\/tr><tr><td><strong>IT Services &amp; Consultancies<\/strong><\/td><td>Medium<\/td><td>Engineering degrees, certifications, and communication<\/td><td>Aptitude tests and foundational technical questions<\/td><\/tr><tr><td><strong>Mid-Size Product Companies<\/strong><\/td><td>Medium<\/td><td>End-to-end projects with clean Machine Learning models<\/td><td>System architecture and data structure basics<\/td><\/tr><tr><td><strong>Large Tech Giants (MNCs)<\/strong><\/td><td>Low (Off-Campus)<\/td><td>Premium college degrees or exceptional references<\/td><td>Advanced Data Structures and Algorithms (DSA)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">The 30-day roadmap for Data Science beginners to secure a high-paying job<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Week 1: Focusing on Data Science basics<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In the first week, you will focus on revising the basics and shift to writing functional code. It helps rebuild confidence and apply concepts in real coding scenarios. You will dedicate 4-5 hours daily to studying the core topics.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python:<\/strong> Practice Python daily for about 2 hours with increased focus on NumPy, Matplotlib\/Seaborn, and Pandas.<\/li>\n\n\n\n<li><strong>Statistics:<\/strong> Revise Statistics for 1 hour, focusing on the core concepts. Make sure you can explain the basic concepts effectively if they are asked in the interview process.<\/li>\n\n\n\n<li><strong>SQL basics:<\/strong> Revise the basics of what you learned in your <a href=\"https:\/\/www.coursevidya.com\/institutes\/india\/sql-courses\/\">SQL training<\/a> and practice for 1 hour using relational data.<\/li>\n\n\n\n<li><strong>Machine Learning concepts:<\/strong> You will dedicate an hour to building your basic knowledge of <a href=\"https:\/\/www.coursevidya.com\/institutes\/india\/machine-learning-courses\/\">Machine Learning<\/a> concepts such as regression, classification, and more.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In addition to the above activities, you will solve at least one dataset from the <a href=\"https:\/\/archive.ics.uci.edu\/\">UCI Machine Learning Repository<\/a> or Kaggle. You will use that daily dataset to write a basic end-to-end notebook that includes data cleaning, visualization, and exploratory data analysis.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Week 2: Building projects for practical skills<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">After the first week of revising your core basics, you will move on to building actual projects in Data Science. This is where you build tangible proof of the real-world skills required for Data Science jobs. Your projects actually need to solve a business problem.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Idea for Data Science project 1: Sales analysis dashboard<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">You can choose e-commerce or multi-channel retail datasets for this project. Your core focus will be on data cleaning and feature understanding. You will group your data to find high-value customer segments, peak sales hours, and underperforming regions.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Idea for Data Science project 2: Customer churn analysis<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">In this project, you can use telecom data sets. It will predict which customers will most likely cancel their subscriptions. Highlight your ability to implement pipelines using Scikit-Learn for preprocessing and handling class imbalance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When you proceed with this project, remember that employers are not only interested in the outcome, but they are also interested in your thought process. For that, you need to document your methodology, findings, and the value of your results. Do not just write code. Document your projects using the STAR method. State the <strong>S<\/strong>ituation, the <strong>T<\/strong>ask, your <strong>A<\/strong>ction, and the final <strong>R<\/strong>esult. Write this down while you build the project. It saves you from having to memorize details later. It helps you explain your business value clearly during interviews.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At the end of week 2, you will have at least two practical projects on GitHub. It will help you build a strong foundation for your professional Data Science portfolio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Convert your Data Science projects into interactive web apps. Use free tools like Streamlit or Gradio. This process takes less than two hours. It requires fewer than 30 lines of code. A clickable app makes your portfolio look highly professional. This helps freshers stand out immediately and get a Data Science job without any prior job experience.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Week 3: Moving on to strong advanced Data Science projects<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The third week is all about further strengthening your portfolio with advanced projects. The projects need to highlight your ability to solve industry-level problems. You will focus on completing 1 or 2 more projects in the 3rd week of the 30-day Data Science roadmap for beginners.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Idea for Data Science project 3: House price prediction model<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">You can use datasets such as the <a href=\"https:\/\/www.kaggle.com\/datasets\/shashanknecrothapa\/ames-housing-dataset\">Ames Housing dataset<\/a> to improve your feature engineering and regression skills.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Idea for Data Science project 4: Customer sentiment analysis<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">You can gather customer reviews from e-commerce websites, product feedback, or tweets to analyze user sentiment. It will showcase your ability to handle unstructured text data.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Idea for Data Science project 5: E-commerce recommendation system<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">You can build a recommendation system for e-commerce site users based on their prior interaction data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Throughout the process of building these Data Science projects, make sure you execute each step efficiently. Focus on demonstrating your data cleaning skills, model selection, and exploratory analysis, and on highlighting insights from your results. From these, hiring managers and recruiters will understand that you know the entire Data Science process.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For more <a href=\"https:\/\/www.eicta.iitk.ac.in\/knowledge-hub\/data-science\/data-science-project-ideas\">Data Science project ideas<\/a>, you can visit this blog published by EICTA, IIT Kanpur.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Week 4: Preparing for the interview<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The last week of the Data Science Roadmap for Beginners is dedicated to enhancing your professional profile and <a href=\"https:\/\/www.geeksforgeeks.org\/data-science\/data-science-interview-questions-and-answers\/\">preparing for Data Science interviews<\/a>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Learning industry-level tools<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">In interviews for entry-level Data Science jobs, freshers are often tested on advanced SQL skills, such as complex window functions, subqueries, and Common Table Expressions (CTEs). Make sure you set aside time each day to practice advanced SQL.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Focus on practicing data analysis techniques in Excel, Tableau, or Power BI to create a dashboard, and on basic Git and GitHub workflows.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Enhancing professional profile<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">When you upload your projects to GitHub, make sure each project has a detailed description. Also, make a clean, <a href=\"https:\/\/www.coursevidya.com\/tools\/resume-builder\/\">professional resume<\/a> that carefully lists all your projects, skills, and educational credentials. Optimizing your LinkedIn profile is also essential as it can improve your visibility to recruiters and hiring managers.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Mock interviews<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">While Data Science jobs for freshers are readily available, most graduates fail in the interview process. The performance in the interview process is just as important as your educational credentials and your practical projects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After the 4th week, you still have 2-3 days on your hands. This is the exact time to start searching for fresher Data Science jobs with no experience required.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To practice for the interview process, record yourself explaining your projects. Then analyze how well you can explain your thought process. You can use online platforms or ask your friends for mock interviews.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.coursevidya.com\/blog\/get-hired-fresher-data-science-resume-structure\/\" class=\"blog_internal_blog_link\">How to smartly structure a fresher Data Science resume for Indian recruiters<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The freshers&#8217; Data Science job roadmap<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Timeline<\/th><th>Core Focus Area<\/th><th>Daily Commitment &amp; Skills<\/th><th>Deliverables &amp; Portfolio Milestones<\/th><\/tr><\/thead><tbody><tr><td><strong>Week 1<\/strong><\/td><td>Data Science Basics &amp; Coding Confidence<\/td><td>\u2022 4-5 hours daily study.<br>\u2022 Python (NumPy, Pandas, Seaborn): 2 hours.<br>\u2022 Statistics &amp; SQL Basics: 1 hour each.<br>\u2022 ML Concepts (Regression\/Classification): 1 hour.<\/td><td>\u2022 Complete 1 end-to-end notebook daily using Kaggle or UCI datasets.<br>\u2022 Practice data cleaning, visualization, and EDA.<\/td><\/tr><tr><td><strong>Week 2<\/strong><\/td><td>Building Practical Business Projects<\/td><td>\u2022 Focus on solving real-world business problems.<br>\u2022 Master Scikit-Learn pipelines.<br>\u2022 Handle class imbalances and data preprocessing.<\/td><td>\u2022 <strong>Project 1:<\/strong> Sales Analysis Dashboard (e-commerce\/retail data).<br>\u2022 <strong>Project 2:<\/strong> Customer Churn Analysis (telecom data).<br>\u2022 Publish both projects on GitHub with documented methodology.<\/td><\/tr><tr><td><strong>Week 3<\/strong><\/td><td>Advanced Industry-Level Projects<\/td><td>\u2022 Feature engineering and regression tuning.<br>\u2022 Handling unstructured text data (NLP).<br>\u2022 Working with user interaction data.<\/td><td>\u2022 Complete 1 or 2 advanced projects on GitHub:<br>\u2022 <strong>Project 3:<\/strong> House Price Prediction Model.<br>\u2022 <strong>Project 4:<\/strong> Customer Sentiment Analysis.<br>\u2022 <strong>Project 5:<\/strong> E-commerce Recommendation System.<\/td><\/tr><tr><td><strong>Week 4+<\/strong><\/td><td>Interview Prep &amp; Profile Optimization<\/td><td>\u2022 Advanced SQL (CTEs, Window functions, Subqueries).<br>\u2022 Dashboarding (Excel, Tableau, or Power BI).<br>\u2022 Basic Git\/GitHub workflows.<br>\u2022 Practice project walkthroughs via mock interviews.<\/td><td>\u2022 Create a clean, project-focused resume.<br>\u2022 Optimize LinkedIn profile for recruiters.<br>\u2022 Write detailed GitHub READMEs for all projects.<br>\u2022 <strong>Days 29-30:<\/strong> Begin applying for fresher roles.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Frequently Asked Questions (FAQs)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q1: Can I really learn Data Science in 30 days if I have zero experience?<\/strong><br><br>A: Let\u2019s be real: you cannot master everything in a single month. However, 30 days is plenty of time to learn the essentials of Python, SQL, and project building. That is exactly what you need to land your first entry-level Data Analyst or Junior Data Scientist role.<br><br><strong>Q2: Do I absolutely need a Computer Science degree to get Data Science jobs in India?<\/strong><br><br>A: Not at all. While having a technical background is helpful, it is not a dealbreaker. Indian startups and analytics companies care far more about what you can build. A strong GitHub profile and web apps will always keep you ahead of other Data Science job seekers.<br><br><strong>Q3: Should I learn Python or R first?<\/strong><br><br>A: Go with Python if you are a beginner. The Indian tech industry heavily uses Python. It integrates seamlessly into most real-world business applications. Also, most startups and corporate analytics teams use it as their go-to tool.<\/p>\n\n\n\n<div>\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Can I really learn Data Science in 30 days if I have zero experience?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Let\u2019s be real: you cannot master everything in a single month. However, 30 days is plenty of time to learn the essentials of Python, SQL, and project building. That is exactly what you need to land your first entry-level Data Analyst or Junior Data Scientist role.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Do I absolutely need a Computer Science degree to get Data Science jobs in India?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Not at all. While having a technical background is helpful, it is not a dealbreaker. Indian startups and analytics companies care far more about what you can build. A strong GitHub profile and web apps will always keep you ahead of other Data Science job seekers.\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Should I learn Python or R first?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Go with Python if you are a beginner. The Indian tech industry heavily uses Python. It integrates seamlessly into most real-world business applications. Also, most startups and corporate analytics teams use it as their go-to tool.\"\n      }\n    }\n  ]\n}\n<\/script>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">A sample ATS-friendly fresher Data Science resume<\/h2>\n\n\n\n<div style=\"border: 1px solid #e2e8f0; padding: 24px; border-radius: 8px; background-color: #f8fafc; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;\">\n  \n  <!-- Header Section -->\n  <div style=\"text-align: center; margin-bottom: 24px; border-bottom: 2px solid #3b82f6; padding-bottom: 16px;\">\n    <h3 style=\"margin: 0 0 8px 0; color: #1e293b; font-size: 24px;\">[Your Full Name]<\/h3>\n    <p style=\"margin: 0; color: #64748b; font-size: 14px;\">\n      Location: Bengaluru, India | Mobile: +91 XXXXXXXXXX | Email: email@example.com\n    <\/p>\n    <p style=\"margin: 8px 0 0 0; font-size: 14px;\">\n      Portfolio: <a href=\"#\" style=\"color: #3b82f6; text-decoration: none; font-weight: bold;\">GitHub Profile<\/a> | \n      Networking: <a href=\"#\" style=\"color: #3b82f6; text-decoration: none; font-weight: bold;\">LinkedIn Profile<\/a>\n    <\/p>\n  <\/div>\n\n  <!-- Technical Skills Section -->\n  <div style=\"margin-bottom: 20px;\">\n    <h4 style=\"margin: 0 0 8px 0; color: #1e293b; font-size: 16px; text-transform: uppercase; letter-spacing: 0.5px; border-bottom: 1px solid #cbd5e1; padding-bottom: 4px;\">Technical Skills<\/h4>\n    <p style=\"margin: 4px 0; font-size: 14px; color: #334155;\"><strong>Languages &amp; Core Stack:<\/strong> Python, SQL (Advanced), Excel, Git<\/p>\n    <p style=\"margin: 4px 0; font-size: 14px; color: #334155;\"><strong>Libraries &amp; Frameworks:<\/strong> NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn<\/p>\n    <p style=\"margin: 4px 0; font-size: 14px; color: #334155;\"><strong>Databases &amp; Tools:<\/strong> MySQL, PostgreSQL, Tableau, Power BI, Streamlit<\/p>\n  <\/div>\n\n  <!-- Capstone Data Science Projects Section -->\n  <div style=\"margin-bottom: 20px;\">\n    <h4 style=\"margin: 0 0 12px 0; color: #1e293b; font-size: 16px; text-transform: uppercase; letter-spacing: 0.5px; border-bottom: 1px solid #cbd5e1; padding-bottom: 4px;\">Technical Data Science Projects<\/h4>\n    \n    <!-- Project 1 -->\n    <div style=\"margin-bottom: 12px;\">\n      <p style=\"margin: 0; font-size: 14px; color: #1e293b;\"><strong>Project 1: Telecom Customer Churn Prediction App<\/strong> | <span style=\"color: #64748b;\">Streamlit &amp; Scikit-Learn<\/span><\/p>\n      <ul style=\"margin: 4px 0 0 0; padding-left: 20px; font-size: 14px; color: #475569;\">\n        <li style=\"margin-bottom: 2px;\">Built an end-to-end classification pipeline to predict subscriber cancellation with 89% accuracy.<\/li>\n        <li style=\"margin-bottom: 2px;\">Resolved 3:1 data class imbalance using SMOTE optimization techniques within Scikit-Learn.<\/li>\n        <li style=\"margin-bottom: 2px;\">Deployed the final predictive model as an interactive Streamlit web app for live commercial testing.<\/li>\n      <\/ul>\n    <\/div>\n\n    <!-- Project 2 -->\n    <div>\n      <p style=\"margin: 0; font-size: 14px; color: #1e293b;\"><strong>Project 2: E-Commerce Multi-Channel Sales Dashboard<\/strong> | <span style=\"color: #64748b;\">SQL &amp; Power BI<\/span><\/p>\n      <ul style=\"margin: 4px 0 0 0; padding-left: 20px; font-size: 14px; color: #475569;\">\n        <li style=\"margin-bottom: 2px;\">Extracted and cleaned 50,000+ raw transactional rows using complex SQL window functions and CTEs.<\/li>\n        <li style=\"margin-bottom: 2px;\">Engineered business metrics identifying key low-margin regions and peak revenue purchasing hours.<\/li>\n        <li style=\"margin-bottom: 2px;\">Designed automated executive dashboards in Power BI, mapping high-value consumer demographics.<\/li>\n      <\/ul>\n    <\/div>\n  <\/div>\n\n  <!-- Education Section -->\n  <div style=\"margin-bottom: 20px;\">\n    <h4 style=\"margin: 0 0 8px 0; color: #1e293b; font-size: 16px; text-transform: uppercase; letter-spacing: 0.5px; border-bottom: 1px solid #cbd5e1; padding-bottom: 4px;\">Education &amp; Certifications<\/h4>\n    <p style=\"margin: 4px 0; font-size: 14px; color: #1e293b;\"><strong>Bachelor of Technology (B.Tech) \/ BCA \/ B.Sc<\/strong> | [Your University Name] <span style=\"float: right; color: #64748b;\">Graduation Year<\/span><\/p>\n    <p style=\"margin: 4px 0; font-size: 14px; color: #334155;\"><strong>Certification:<\/strong> Professional Data Science Program | [Institute Name \/ CourseVidya Verification]<\/p>\n  <\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conclusion<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There are many Data Science freshers looking for jobs to start their careers. A single role vacancy can get hundreds of applications. As a result, for your first Data Science job interview, your only option is to stand out.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The majority of Data Science jobs for freshers require a certain level of practical skills. Do not ignore the importance of building small projects. When you have a series of projects in your GitHub profile, you automatically stand out to employers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Additionally, highlight your Data Science skills required for the jobs you are applying for. List the tools you have worked with and the Data Science certification to strengthen your resume. Follow the above Data Science roadmap for beginners to improve your chances of getting a first Data Science job.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Find the <a href=\"https:\/\/www.coursevidya.com\/institutes\/india\/data-science-courses\/\">best Data Science institutes<\/a> through CourseVidya.com, India&#8217;s own course search engine for comparing, shortlisting, and contacting training providers all under one unified platform.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Wondering how to get a Data Science job with no experience? This is one of the most common questions Data Science graduates ask. For landing your first Data Science job, you need a balanced and systematic roadmap. You need to go through your basics while building projects to highlight your ability to handle unstructured data [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2284,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28,14],"tags":[29,114,18,136],"class_list":["post-2283","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science","category-it","tag-data-science","tag-fresher","tag-it","tag-roadmap"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How to Get Data Science Job With No Experience: Fresher&#039;s Guide<\/title>\n<meta name=\"description\" content=\"Struggling to find entry-level Data Science job? Know where freshers actually get hired, standard LPA salary, and how to build a portfolio.\" \/>\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.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Get Data Science Job With No Experience: Fresher&#039;s Guide\" \/>\n<meta property=\"og:description\" content=\"Struggling to find entry-level Data Science job? Know where freshers actually get hired, standard LPA salary, and how to build a portfolio.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/\" \/>\n<meta property=\"og:site_name\" content=\"CourseVidya Blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-12T08:30:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-12T13:36:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"CourseVidya\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"CourseVidya\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/\"},\"author\":{\"name\":\"CourseVidya\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#\\\/schema\\\/person\\\/bae66a4d51cd6c3a30323c773a570347\"},\"headline\":\"How to get a Data Science job with no experience? A 30-day roadmap to your first Data Science job\",\"datePublished\":\"2026-06-12T08:30:00+00:00\",\"dateModified\":\"2026-06-12T13:36:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/\"},\"wordCount\":2142,\"publisher\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/how-get-data-science-job-as-fresher-study-plan.webp\",\"keywords\":[\"data science\",\"fresher\",\"it\",\"roadmap\"],\"articleSection\":[\"Data Science\",\"IT\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/\",\"url\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/\",\"name\":\"How to Get Data Science Job With No Experience: Fresher's Guide\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/how-get-data-science-job-as-fresher-study-plan.webp\",\"datePublished\":\"2026-06-12T08:30:00+00:00\",\"dateModified\":\"2026-06-12T13:36:24+00:00\",\"description\":\"Struggling to find entry-level Data Science job? Know where freshers actually get hired, standard LPA salary, and how to build a portfolio.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/how-get-data-science-job-as-fresher-study-plan.webp\",\"contentUrl\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/how-get-data-science-job-as-fresher-study-plan.webp\",\"width\":800,\"height\":450},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/fresher-data-science-job-roadmap\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to get a Data Science job with no experience? A 30-day roadmap to your first Data Science job\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/\",\"name\":\"CourseVidya Blog\",\"description\":\"India&#039;s Own Course Search Engine\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#organization\",\"name\":\"CourseVidya Blog\",\"url\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/coursevidya-halflogo.webp\",\"contentUrl\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/coursevidya-halflogo.webp\",\"width\":1753,\"height\":292,\"caption\":\"CourseVidya Blog\"},\"image\":{\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/#\\\/schema\\\/person\\\/bae66a4d51cd6c3a30323c773a570347\",\"name\":\"CourseVidya\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/00640900ea1da168a9de2b8b642ba84677bd897a041bf22ed571eedbd1d90c71?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/00640900ea1da168a9de2b8b642ba84677bd897a041bf22ed571eedbd1d90c71?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/00640900ea1da168a9de2b8b642ba84677bd897a041bf22ed571eedbd1d90c71?s=96&d=mm&r=g\",\"caption\":\"CourseVidya\"},\"sameAs\":[\"https:\\\/\\\/www.coursevidya.com\\\/blog\"],\"url\":\"https:\\\/\\\/www.coursevidya.com\\\/blog\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to Get Data Science Job With No Experience: Fresher's Guide","description":"Struggling to find entry-level Data Science job? Know where freshers actually get hired, standard LPA salary, and how to build a portfolio.","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.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/","og_locale":"en_US","og_type":"article","og_title":"How to Get Data Science Job With No Experience: Fresher's Guide","og_description":"Struggling to find entry-level Data Science job? Know where freshers actually get hired, standard LPA salary, and how to build a portfolio.","og_url":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/","og_site_name":"CourseVidya Blog","article_published_time":"2026-06-12T08:30:00+00:00","article_modified_time":"2026-06-12T13:36:24+00:00","og_image":[{"width":800,"height":450,"url":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp","type":"image\/webp"}],"author":"CourseVidya","twitter_card":"summary_large_image","twitter_misc":{"Written by":"CourseVidya","Est. reading time":"10 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#article","isPartOf":{"@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/"},"author":{"name":"CourseVidya","@id":"https:\/\/www.coursevidya.com\/blog\/#\/schema\/person\/bae66a4d51cd6c3a30323c773a570347"},"headline":"How to get a Data Science job with no experience? A 30-day roadmap to your first Data Science job","datePublished":"2026-06-12T08:30:00+00:00","dateModified":"2026-06-12T13:36:24+00:00","mainEntityOfPage":{"@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/"},"wordCount":2142,"publisher":{"@id":"https:\/\/www.coursevidya.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#primaryimage"},"thumbnailUrl":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp","keywords":["data science","fresher","it","roadmap"],"articleSection":["Data Science","IT"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/","url":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/","name":"How to Get Data Science Job With No Experience: Fresher's Guide","isPartOf":{"@id":"https:\/\/www.coursevidya.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#primaryimage"},"image":{"@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#primaryimage"},"thumbnailUrl":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp","datePublished":"2026-06-12T08:30:00+00:00","dateModified":"2026-06-12T13:36:24+00:00","description":"Struggling to find entry-level Data Science job? Know where freshers actually get hired, standard LPA salary, and how to build a portfolio.","breadcrumb":{"@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#primaryimage","url":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp","contentUrl":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/06\/how-get-data-science-job-as-fresher-study-plan.webp","width":800,"height":450},{"@type":"BreadcrumbList","@id":"https:\/\/www.coursevidya.com\/blog\/fresher-data-science-job-roadmap\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.coursevidya.com\/blog\/"},{"@type":"ListItem","position":2,"name":"How to get a Data Science job with no experience? A 30-day roadmap to your first Data Science job"}]},{"@type":"WebSite","@id":"https:\/\/www.coursevidya.com\/blog\/#website","url":"https:\/\/www.coursevidya.com\/blog\/","name":"CourseVidya Blog","description":"India&#039;s Own Course Search Engine","publisher":{"@id":"https:\/\/www.coursevidya.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.coursevidya.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.coursevidya.com\/blog\/#organization","name":"CourseVidya Blog","url":"https:\/\/www.coursevidya.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.coursevidya.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/04\/coursevidya-halflogo.webp","contentUrl":"https:\/\/www.coursevidya.com\/blog\/wp-content\/uploads\/2026\/04\/coursevidya-halflogo.webp","width":1753,"height":292,"caption":"CourseVidya Blog"},"image":{"@id":"https:\/\/www.coursevidya.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.coursevidya.com\/blog\/#\/schema\/person\/bae66a4d51cd6c3a30323c773a570347","name":"CourseVidya","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/00640900ea1da168a9de2b8b642ba84677bd897a041bf22ed571eedbd1d90c71?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/00640900ea1da168a9de2b8b642ba84677bd897a041bf22ed571eedbd1d90c71?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/00640900ea1da168a9de2b8b642ba84677bd897a041bf22ed571eedbd1d90c71?s=96&d=mm&r=g","caption":"CourseVidya"},"sameAs":["https:\/\/www.coursevidya.com\/blog"],"url":"https:\/\/www.coursevidya.com\/blog\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/posts\/2283","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/comments?post=2283"}],"version-history":[{"count":79,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/posts\/2283\/revisions"}],"predecessor-version":[{"id":2514,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/posts\/2283\/revisions\/2514"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/media\/2284"}],"wp:attachment":[{"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/media?parent=2283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/categories?post=2283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.coursevidya.com\/blog\/wp-json\/wp\/v2\/tags?post=2283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}