How does your resume hold up for a Data Analyst role?

Paste a Data Analyst posting and your resume. Get the score, the gaps, and what this role's ATS screens actually check for.

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What this role's postings ask for

  • SQL
  • Excel / Google Sheets
  • Python (pandas)
  • Tableau / Power BI / Looker
  • A/B testing
  • Statistics
  • Dashboarding
  • ETL
  • Data cleaning
  • Stakeholder reporting
  • KPI definition
  • Cohort analysis
  • Forecasting

Common mistakes on resumes for this role

  • "Advanced Excel" listed with no SQL — most analyst roles now expect SQL as the baseline skill, not a bonus.
  • Bullets list reports produced, not decisions they changed — "built a weekly dashboard" says nothing about what it was used for.
  • No mention of data cleaning or quality work, which is most of the actual job and a strong signal of rigor.
  • Statistics vocabulary missing (significance, confidence interval, cohort) even when the underlying work clearly involved it.

Weak vs. strong

Weak Created dashboards to track sales performance.

Strong Built a Looker dashboard that surfaced a 15% regional churn spike, prompting a retention campaign that recovered $180K in ARR.