ATS Resume for Data Analysts
Analysts win when they explicitly list tools (SQL, Tableau/Power BI), show impact (revenue, churn, efficiency), and include analysis methods recruiters search.
ATS Resume Guide (How to Beat ATS — For Real)
What ATS Reads
Job titles, dates, skills, keywords, section labels
What ATS Hates
Columns, tables, text boxes, graphics, funky headers
What Wins
Clean structure + role keywords + measurable impact
Keyword Bank
SQL, Tableau, Power BI, Looker, Excel, Python/R
Dashboards, reporting, KPI, forecasting, cohort analysis
Data modeling, ETL, data quality, stakeholder management
Bullet Patterns
Built dashboards tracking [KPI], enabling [decision] and improving [metric] by X%.
Automated reporting, saving X hrs/week.
Identified [insight] leading to $X revenue / X% churn reduction.