How to Write a Data Analyst Résumé
A data analyst résumé should prove one thing: you turn data into decisions. It's not enough to list SQL and dashboards — hiring managers want the insight you found and the action it drove. This guide covers the tools to highlight, how to quantify analytical impact, and the sections that matter.
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Tools and skills to highlight
- Querying: SQL (name the dialects), plus dbt if you use it.
- Analysis: Python/R, statistics, experimentation (A/B testing).
- Visualisation: Tableau, Looker, Power BI — name what you actually built in.
- Communication: turning findings into recommendations stakeholders act on.
List tools honestly and group them — a padded stack unravels fast in a case interview.
Quantify the decision, not just the query
Weak: "Built dashboards in Tableau." Strong: "Identified a 12% churn spike in a segment via cohort analysis; recommended a pricing change that recovered ~$140k ARR." The pattern: what you analysed → the insight → the decision it drove → the result. Numbers on impact matter more than numbers of dashboards.
Strong verbs for analysts
Analysed, modelled, forecasted, automated, surfaced, quantified, recommended, validated. Frame yourself as someone who influences decisions with evidence — not a report generator.
Make it AI- and ATS-ready
Create your free person.bio account, import your résumé once, and get an always-current resume.md link plus one-click ATS-friendly PDF and .docx exports. Then connect it to ChatGPT or Claude to reframe your impact bullets for each role — product analytics, BI, or data science-adjacent — in seconds.
Frequently asked questions
What matters most on a data analyst résumé?
Evidence that your analysis changed a decision or metric. List the tools, but lead with the insight you found and the business result it produced.
Should I list SQL and Python versions/dialects?
Naming the specific tools (e.g. BigQuery SQL, pandas, Tableau) helps both ATS matching and credibility. Keep it honest — case interviews test it.
Do I need a portfolio as a data analyst?
A short portfolio or a couple of write-ups of real analyses strengthens your case, especially early-career. Link it prominently.
Ready to build it?
Create your free person.bio account, import your résumé once, and get an always-current resume.md link plus one-click ATS-friendly PDF and .docx exports — ready to connect to ChatGPT and Claude.
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