Fix your data analyst resume for ATS
Most data analystresumes get filtered by ATS before a human sees them. Upload yours, paste a job description, and we'll show you exactly what's missing — keywords, formatting issues, and weak bullets.
Score my data analyst resume — freeKeywords ATS expects for Data Analysts
These are the terms recruiters and ATS systems scan for in data analyst resumes. Include them naturally in your experience and skills sections.
SQLPythonRTableauPower BILookerExceldata visualizationstatistical analysisETLdata modelingA/B testingcohort analysisregressionforecastingdashboardsBigQuerySnowflakedbt
Bad vs. good data analyst resume bullets
Weak bullets
- ✗Analyzed data using SQL
- ✗Created dashboards
- ✗Worked with stakeholders
- ✗Responsible for reporting
Strong bullets
- ✓Built executive dashboard tracking $50M revenue pipeline, used by C-suite for quarterly planning
- ✓Identified $1.2M cost savings opportunity through supplier spend analysis
- ✓Automated 15 weekly reports using Python, saving 20 hours/week of manual work
- ✓Designed A/B testing framework that increased experiment velocity by 3x
Common data analyst resume mistakes
- ⚠Only listing tools without showing analytical impact
- ⚠Not quantifying business decisions influenced
- ⚠Missing context on data volume or complexity
- ⚠Vague statements about "analyzing data"
- ⚠Not mentioning stakeholders served
Data Analyst resume ATS checklist
- ☐Single-column layout (no tables, sidebars, or text boxes)
- ☐Standard section headers: Experience, Education, Skills
- ☐Role-specific keywords: SQL, Python, R, Tableau, Power BI
- ☐Quantified achievements with metrics (%, $, #)
- ☐Action verbs at the start of each bullet
- ☐PDF format with selectable text (not image-based)
- ☐No headers/footers with critical info (often skipped by parsers)
- ☐Consistent date formatting (e.g., Jan 2023 - Present)
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