Data Analyst Resume Keywords for ATS
Data analyst resumes need to prove you can turn raw data into decisions. These ATS keywords cover the analysis, visualization and tooling recruiters screen for.
Applicant tracking systems rank your resume by how closely it matches the job description. Below are the keywords ATS software and recruiters look for on a data analyst resume. Use the ones that genuinely apply to you, woven naturally into your skills and experience sections — never stuffed.
Core skills
- Data analysis
- Data visualization
- Statistical analysis
- Reporting
- Dashboards
- Data cleaning
- KPIs
- A/B testing
- Forecasting
Tools & technologies
- SQL
- Excel
- Python
- R
- Tableau
- Power BI
- Google Analytics
- Looker
Methodologies
- ETL
- Data modeling
See which of these keywords you're missing
Paste a job description into ATS Grade and it shows exactly which keywords your data analyst resume is missing, plus an instant ATS score and a 12-point report — free.
Analyze my resume freeHow to use these keywords
- Only include keywords that reflect real skills and experience — honesty beats keyword stuffing.
- Mirror the exact wording of the job description when it matches your background.
- Spell out acronyms at least once (e.g. "Search Engine Optimization (SEO)") so the ATS catches both forms.
- Put your strongest keywords in your skills section and in your most recent role.