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Data Analyst Resume Example (ATS‑Friendly)

Structure and bullet ideas to highlight tools, methods, and measurable impact.

Suggested Structure

  • Header (name, contact, LinkedIn)
  • Summary (tools & outcomes)
  • Experience (3–5 bullets per role)
  • Projects/Case Studies (dashboards, models)
  • Education
  • Skills (SQL, Python/R, BI tools, stats)

Bullet Examples

  • Built KPI dashboards (Tableau) adopted by 5 teams; reduced weekly reporting time by 8h.
  • Automated data pipelines (Python/SQL) cutting ETL latency from 12h to 45m.
  • Designed A/B tests improving conversion by 6.4% with statistical significance.
  • Created churn model (Logistic Regression) to identify at‑risk users; reduced churn by 9%.