Data
Data Analyst resume example
A data analyst resume should prove you turn data into decisions. Feature SQL, visualization tools, and statistics, and quantify the business impact of your analysis. Keep the layout ATS-safe and match the tools (Tableau, Power BI, Python) named in the job.
Sample professional summary
“Data analyst with 4 years turning messy data into clear decisions. Fluent in SQL, Python, and Tableau, with a record of building dashboards and analyses that change how teams operate.”
Sample achievement bullet points
- ✓Built 15 executive dashboards in Tableau that cut weekly reporting time 40% and drove 3 pricing decisions.
- ✓Wrote SQL pipelines processing 5M+ rows daily, improving data freshness from 24 hours to 1.
- ✓Ran an A/B test framework that identified a checkout change worth $600K in incremental revenue.
- ✓Partnered with marketing to segment 200K users, raising email conversion 22%.
Key skills to feature
SQLPython (pandas)ExcelTableauPower BIStatistics & A/B testingData modelingETLDashboardingStakeholder reporting
Data Analyst resume tips
- Name the exact tools in the posting (SQL, Tableau, Power BI, Python) so the keyword match scores high.
- Quantify the decision or dollars your analysis influenced, not just the chart you made.
- Show a mix of technical (SQL, modeling) and communication (dashboards, stakeholders) skills.
Data Analyst resume FAQ
- Should a data analyst resume include a portfolio link?
- Yes — a link to a portfolio, GitHub, or public dashboard lets reviewers verify your work. Put it in the contact line so it's easy to find.
- SQL or Python first on a data analyst resume?
- Lead with whichever the job emphasizes. Most analyst roles weight SQL heavily, so list it first unless the posting is Python-centric.
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