What skills should a data analyst put on their resume?

Core technical skills: SQL, Python or R, Excel, and a BI tool (Tableau, Power BI, or Looker). Also include statistical methods you use (regression, A/B testing, cohort analysis), any domain expertise, and soft skills like stakeholder communication.

Should I include my GPA on a data analyst resume?

Include GPA if it is above 3.5 and you graduated within the past 3 years. For experienced analysts, GPA is rarely relevant and can be omitted.

How do I show data projects on my resume?

Create a Projects section with 2–3 entries. For each project: tool used, dataset size, method applied, and measurable outcome. Link to your GitHub or Kaggle profile if you have public notebooks.

Resume example · 2026 · Free template

Data analyst Resume Example

Copy-paste data analyst resume example you can customize in 5 minutes. ATS-optimized single-column layout, skills hiring managers scan for, and bullets with metrics that beat the parser. Free to use with any FreeResume.me template — no watermark, no paywall.

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Sample resume snippet — data analyst

[Your Name] — data analyst

City, State · email@example.com · LinkedIn · Phone

Summary

Create a data analyst resume that showcases your technical skills, tools, and business impact. Our templates are optimized for analyst roles across finance, tech, healthcare, and e…

Skills

SQL (PostgreSQL, MySQL, BigQuery) · Python (pandas, NumPy, scikit-learn) · Microsoft Excel / Google Sheets · Tableau / Power BI / Looker · Statistical analysis & A/B testing · Data visualization

Experience — sample bullets

• Quantify everything: 'Analyzed a 2M-row dataset' beats 'Analyzed large datasets'.
• List your tools prominently — SQL and Python are ATS must-haves for analyst roles.
• Include a Projects section with business outcomes, not just technical descriptions.

Full builder includes live preview, all sections, and 10 templates. Switch templates without re-entering data.

Key skills for data analysts

Copy these skills into your Skills section to pass ATS filters:

✓SQL (PostgreSQL, MySQL, BigQuery)
✓Python (pandas, NumPy, scikit-learn)
✓Microsoft Excel / Google Sheets
✓Tableau / Power BI / Looker
✓Statistical analysis & A/B testing
✓Data visualization
✓R
✓Google Analytics / GA4
✓ETL pipelines
✓Business intelligence

How to customize this example

1Quantify everything: 'Analyzed a 2M-row dataset' beats 'Analyzed large datasets'.
2List your tools prominently — SQL and Python are ATS must-haves for analyst roles.
3Include a Projects section with business outcomes, not just technical descriptions.
4Match exact tool names from the job description (Tableau vs Tableau Desktop vs Tableau Server).
5Highlight any domain expertise (finance, marketing, operations) — many analyst roles are domain-specific.

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Frequently asked questions

What skills should a data analyst put on their resume?: Core technical skills: SQL, Python or R, Excel, and a BI tool (Tableau, Power BI, or Looker). Also include statistical methods you use (regression, A/B testing, cohort analysis), any domain expertise, and soft skills like stakeholder communication.
Should I include my GPA on a data analyst resume?: Include GPA if it is above 3.5 and you graduated within the past 3 years. For experienced analysts, GPA is rarely relevant and can be omitted.
How do I show data projects on my resume?: Create a Projects section with 2–3 entries. For each project: tool used, dataset size, method applied, and measurable outcome. Link to your GitHub or Kaggle profile if you have public notebooks.

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