Data Analyst Resume — Templates & Examples for India (2026)
Data analytics is one of the fastest-growing roles in India. But competition is fierce — every resume claims "proficient in SQL, Python, and Tableau."
The difference is in what you did with them.
Data Analyst Resume Format
| Section | What to include |
|---|---|
| Header | Name, phone, email, LinkedIn, GitHub (for code samples) |
| Summary | 2-3 lines: analytics experience, tools, domain expertise |
| Technical Skills | Languages, BI tools, databases, statistical methods |
| Experience | Company, role, dates, 3-4 bullet points with business impact |
| Projects | For freshers — 2-3 analytics projects with real datasets |
| Education | Degree, college, CGPA, relevant coursework |
| Certifications | Google Data Analytics, Microsoft PL-300, Tableau |
Sample Resume — Data Analyst (3+ Years)
NEHA GUPTA
neha.gupta@email.com | +91-98765-43210
linkedin.com/in/nehagupta-analytics
github.com/nehagupta/data-portfolio
SUMMARY
Data Analyst with 3 years of experience in e-commerce and
fintech analytics. Proficient in SQL, Python, and Tableau.
Delivered insights that drove ₹2Cr+ in revenue impact
through pricing optimisation and customer segmentation.
TECHNICAL SKILLS
Languages: SQL (Advanced), Python (Pandas, NumPy, Scikit-learn), R
BI Tools: Tableau, Power BI, Looker Studio
Databases: PostgreSQL, MySQL, BigQuery, Snowflake
Statistical: A/B testing, Regression, Clustering, Time series
Tools: Excel (Advanced), Airflow, dbt, Git
EXPERIENCE
Data Analyst — FinTech Inc., Bangalore (2023-Present)
• Built customer churn prediction model reducing churn by
22% (saved ₹1.5Cr annual revenue)
• Designed 15+ Tableau dashboards for executive team tracking
KPIs across 5 business verticals
• Automated monthly reporting pipeline using Python + Airflow,
saving 40 hours of manual work per month
• Led A/B testing framework implementation for pricing page
experiments, resulting in 8% conversion lift
Data Analyst — EcomRetail, Mumbai (2021-2023)
• Analysed 2M+ transaction rows to identify customer segments,
enabling targeted campaigns with 3x ROI
• Built inventory optimisation model reducing stockouts
by 35% and excess inventory by 20%
• Created SQL-based cohort analysis revealing 15% improvement
in 90-day retention after policy change
• Presented weekly business reviews to VP-level stakeholders
PROJECTS
Uber Ride Analytics — Python, Pandas, Tableau
• Analysed 500K+ ride records to identify surge pricing patterns
and peak demand periods across 5 Indian cities
• Built interactive Tableau dashboard with city-level filters
and hourly demand heatmaps
EDUCATION
M.Sc. in Statistics — University of Mumbai (2019-2021)
B.Sc. in Mathematics — Delhi University (2016-2019)
Data Analyst Resume Tips
Show business impact, not just queries
| Weak | Strong |
|---|---|
| Wrote SQL queries to analyse data | Built churn prediction model reducing churn 22% (₹1.5Cr saved) |
| Created dashboards in Tableau | Designed 15+ executive dashboards tracking 30+ KPIs |
| Analysed customer data | Analysed 2M+ transactions to identify 5 customer segments |
Tools to mention by role
| Role | Primary tools |
|---|---|
| Data Analyst | SQL, Excel, Tableau/Power BI, Python |
| Business Analyst | SQL, Excel, PowerPoint, Statistical analysis |
| BI Analyst | SQL, Tableau/Power BI, Data modelling, ETL |
| Analytics Engineer | SQL, Python, dbt, Airflow, Cloud platforms |
Include project links
Data analytics is portfolio-driven. Link to:
- GitHub with Jupyter notebooks
- Tableau Public profile with published dashboards
- Blog posts explaining analysis methodology
Freshers — build a portfolio
If you have no work experience, build 3 projects using public datasets:
- Indian agriculture data (data.gov.in)
- E-commerce transaction data (Kaggle)
- COVID-19 India data
Clean the data, analyse it, visualise it, publish it. Then link to it on your resume.
ATS Keywords for Data Analytics
| Category | Keywords |
|---|---|
| Skills | SQL, Python, Tableau, Power BI, Excel, Statistics |
| Concepts | ETL, Data modelling, A/B testing, Cohort analysis |
| Domains | E-commerce, Fintech, Healthcare, BFSI |
| Tools | BigQuery, Snowflake, Airflow, dbt, Looker |
Build your data analyst resume with AI. Choose a template, describe your projects, and get professional bullet points in seconds.