Data Analyst Resume Example & Guide
A data analyst resume should show you turn data into decisions: clean analysis, clear dashboards, and recommendations the business actually used.
Key skills for a Data Analyst resume
ATS keywords recruiters scan for
Example resume bullet points
- Built a Tableau dashboard tracking 12 KPIs that became the weekly source of truth for a 30-person sales org.
- Wrote SQL to identify a churn driver that, once fixed, retained an estimated ₹40L in annual revenue.
- Ran an A/B test on onboarding that lifted activation 11%, validated to 95% significance.
- Automated a manual Excel report with a Python pipeline, saving the team ~10 hours per week.
Common Data Analyst resume mistakes
- Listing tools (SQL, Tableau) without tying any analysis to a business outcome.
- No numbers — a data resume with no metrics is a red flag.
- Describing tasks ('pulled reports') instead of insights and decisions driven.
Want the full breakdown? Read the in-depth Data Analyst resume guide.
Data Analyst resume — frequently asked questions
What skills should a Data Analyst resume include?
Top skills to feature on a Data Analyst resume include SQL, Python, Excel, Tableau, Power BI, Pandas, Statistics, A/B testing. List the ones you're strongest in and back them with results.
What ATS keywords should a Data Analyst resume have?
Recruiters and ATS scan for keywords like SQL, Python, Tableau, Power BI, data visualization, A/B testing, dashboards, KPIs. Match these to the exact wording in the job description.
What is a common Data Analyst resume mistake?
Listing tools (SQL, Tableau) without tying any analysis to a business outcome.
Is TailorCV's ATS checker free for a Data Analyst resume?
Yes. Paste your resume and a job description to get a free ATS score with the missing keywords and fixes before you apply.
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