ATS Keywords
Top ATS Keywords for Data Analyst Resumes (2025)
The top ATS keywords for data analyst resumes in 2025. Mirror these exact terms from job descriptions to maximize your ATS keyword match score.
35+
Keywords Listed
5
Categories
2025
Updated For
Languages & Query Tools
PythonSQLRPySparkDAXExcelVBA
Visualization Tools
TableauPower BILookerMatplotlibSeabornGoogle Data StudioMetabase
Data Libraries
PandasNumPyScikit-learnSciPyPlotlyStatsmodels
Cloud & Platforms
BigQuerySnowflakeDatabricksAWS RedshiftdbtAirflowHadoop
Techniques
EDAStatistical AnalysisA/B TestingRegression AnalysisData CleaningETLKPI ReportingDashboard Creation
How to Use These Keywords
- 1.Check the target job description for which of these keywords appear — prioritize those.
- 2.Add the most important ones to your Skills section using the exact same spelling and capitalization.
- 3.Use each priority keyword at least once in a work experience or project bullet point with a quantified outcome.
- 4.Do not repeat any single keyword more than 3 times — ATS systems flag keyword stuffing.
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