Data Analyst Resume Example & ATS Keywords
Worked data analyst resume example: professional summary, achievement bullets, core skills, and the ATS keywords recruiters filter on — plus writing tips. Free.
Build this resume freeExample professional summary
Data analyst turning product and revenue data into decisions. Built the KPI layer used by 40 stakeholders weekly and identified a pricing gap worth $300k ARR through cohort analysis.
Example achievement bullets
- Identified a $300k ARR pricing opportunity via cohort and churn analysis; adopted by leadership within a quarter.
- Built 15 self-serve dashboards (Looker/Metabase) that cut ad-hoc data requests 70%.
- Automated weekly reporting with dbt + SQL, saving the team 10 hours/week.
Core skills to list
- SQL
- Python (pandas)
- Excel / Google Sheets
- Dashboarding (Tableau, Looker)
- dbt
- A/B testing
- Statistics
- Data storytelling
ATS keywords recruiters filter on
- ETL
- cohort analysis
- KPI reporting
- data visualization
- BigQuery
- stakeholder management
Writing tips
- Every bullet should end in a business outcome — revenue found, hours saved, decision changed.
- SQL is the #1 screened keyword for analyst roles; show depth (window functions, optimization), not just 'SQL'.
- Name the tools in the ad (Tableau vs Power BI vs Looker) — analyst ATS filters are tool-literal.
- One portfolio link with 2 public analyses beats a long list of coursework.