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Data Analyst Resume Example
A Data Analyst resume example with a sample summary, impact-driven bullets, and the SQL/BI keywords ATS systems scan for.
Data Analyst resume summary example
A strong summary leads with years, scope, and one or two quantified wins. Example:
Data Analyst who turns messy data into decisions. Built dashboards that 200+ stakeholders use weekly, and analyses that drove a 12% revenue lift. Fluent in SQL, Python, and translating numbers into plain-English recommendations.
Achievement bullets that get interviews
Every bullet starts with a strong verb and ends with a number. Examples for a Data Analyst:
- Built an executive Tableau dashboard adopted by 200+ stakeholders, replacing 4 manual weekly reports.
- Identified a churn driver through cohort analysis that, once fixed, lifted 90-day retention 9%.
- Automated an ETL pipeline in Python that cut a 6-hour manual report to a 10-minute scheduled job.
- A/B tested pricing-page changes that increased conversion 12% on 40K monthly visitors.
- Cleaned and unified 3 data sources into a single source of truth used across 5 teams.
ATS keywords for a Data Analyst
Applicant tracking systems match your resume against the job description. Work the relevant terms below into your experience and skills — naturally, not stuffed.
SQLPythonExcelTableauPower BIPandasData VisualizationA/B TestingETLStatisticsGoogle AnalyticsDashboarding
Strong action verbs to open bullets
AnalyzedBuiltAutomatedIdentifiedModeledVisualized
Common Data Analyst resume mistakes
- Saying 'analyzed data' without the decision it drove or the dollar/percent impact.
- Listing tools (SQL, Excel) but no evidence you used them on real business problems.
- Skipping the 'so what' — always connect the analysis to an outcome.
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