Data Analyst Resume Example

Data analyst resumes must showcase technical SQL/Python skills alongside business acumen. ATS systems prioritize specific tools, statistical methods, and domain expertise.

Top ATS Keywords for Data Analyst Resumes

SQLPythonTableauPower BIExcelstatistical analysisdata visualizationETLA/B testingregression

Recommended Resume Sections

  1. Technical Skills (tools, languages, databases)
  2. Professional Experience with data-driven outcomes
  3. Projects & Analysis
  4. Education

Sample Achievement Bullets

These bullets follow the Action + Context + Result format that ATS systems and recruiters prefer.

  • 1Built automated reporting dashboard in Tableau, reducing weekly report generation time from 8 hours to 15 minutes
  • 2Identified $2.1M in cost savings through analysis of vendor spending patterns across 500+ contracts
  • 3Designed A/B testing framework for marketing campaigns, improving conversion rate by 18% across 12 experiments
  • 4Created ETL pipeline processing 5M+ daily records, enabling real-time inventory optimization

Data Analyst Resume Tips

  • List SQL, Python, and visualization tools prominently for ATS keyword matching
  • Quantify the business impact of your analyses: cost savings, revenue influence, efficiency gains
  • Include the scale of data you work with: 'Analyzed 10M+ transaction records'
  • Mention specific statistical methods: regression, clustering, hypothesis testing

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