Data Analyst ATS Keywords

Unlock the best ATS keywords for Data Analyst resumes. Learn which technical skills, tools, and industry terms help your resume beat applicant tracking systems.

Essential Keywords

Technical Skills

SQLPythonRData VisualizationStatistical AnalysisData ModelingETL ProcessesData CleaningRegression AnalysisA/B TestingMachine LearningData MiningPredictive AnalyticsData Warehousing

Soft Skills

Analytical ThinkingAttention to DetailCommunicationProblem-SolvingCuriosityStorytelling with DataCollaborationTime ManagementCritical ThinkingBusiness Acumen

Tools & Software

TableauPower BIMicrosoft ExcelGoogle AnalyticsLookerJupyter NotebookApache SparkSnowflakeBigQuerySASAlteryxdbt

Certifications

Google Data Analytics Professional CertificateMicrosoft Certified: Data Analyst AssociateTableau Desktop SpecialistIBM Data Analyst Professional CertificateSAS Certified Specialist: Base ProgrammingAWS Certified Data Analytics - Specialty

Action Verbs for Data Analyst Resumes

AnalyzedVisualizedExtractedForecastedModeledAutomatedTransformedIdentifiedInterpretedQuantifiedValidatedReported

Industry Terms

Business IntelligenceKey Performance IndicatorsDashboardData PipelineData GovernanceAd Hoc ReportingData IntegrityDimensional ModelingData LakeSelf-Service Analytics

How to Use These Keywords

1

List the specific BI and visualization tools from the job description, as ATS systems treat Tableau and Power BI as distinct keywords.

2

Include both programming languages and libraries you use, such as 'Python (pandas, NumPy, scikit-learn)' to maximize keyword matches.

3

Quantify your analysis impact with business outcomes like revenue increases, cost savings, or efficiency gains rather than just describing tasks.

4

Mention the specific database technologies and query languages you work with, since SQL dialects and platforms vary across job postings.

5

Use phrases like 'data-driven decision making' and 'actionable insights' that commonly appear in data analyst job descriptions.

Check Your Resume's ATS Score

See how well your resume matches ATS requirements and get actionable suggestions to improve.

Check ATS ScoreBuild ATS-Friendly Resume

Related ATS Keywords

Software Engineer

Discover top ATS keywords for Software Engineer resumes. Optimize with the technical skills, tools, and action verbs that pass applicant tracking systems.

Product Manager

Master the top ATS keywords for Product Manager resumes. Optimize with the right skills, tools, and terminology to pass applicant tracking system screening.

Accountant

Top ATS keywords for Accountant resumes. Optimize your resume with accounting skills, software, certifications, and terms that beat applicant tracking systems.