ATS resume checker for Data Analyst roles

We are looking for a Data Analyst to turn business questions into SQL and analysis. You will build and maintain dashboards used by operating teams, and present findings and recommendations to stakeholders. Required: hands-on experience with SQL, Excel modelling, Data visualisation, Statistical analysis, and working knowledge of Tableau, Power BI, Google Analytics. Preferred: Google Data Analytics Certificate or Microsoft Power BI Data Analyst. Success in this role is measured by dashboard adoption, reporting turnaround time, revenue influenced by insights.

Skills screened

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Qualifications

Questions

Which keywords should a Data Analyst resume include?

Pull them from the specific job description first. Across most Data Analyst postings the recurring terms are SQL, Excel modelling, Data visualisation, Statistical analysis, Dashboard design, Data cleaning, plus tools such as Tableau, Power BI, Google Analytics. ResumeScanner extracts the exact set from the JD you paste rather than relying on a generic list.

What match score is good for Data Analyst roles?

Anything above 75% usually means your resume covers the required skills and the seniority band. Below 60% there is normally a real gap — missing Excel modelling or Tableau experience — not just a wording problem. We show the reasoning behind the score so you can tell the two apart.

How do I quantify Data Analyst experience?

Tie each bullet to one of dashboard adoption, reporting turnaround time, revenue influenced by insights. Even approximate figures beat none: reviewers read them as evidence you tracked outcomes.

Do Google Data Analytics Certificate certifications matter for this role?

They rarely replace experience, but they break ties. When Google Data Analytics Certificate appears in a JD's preferred list, our checker flags it as a missing keyword if your resume does not mention it.

Should I use a different resume for each Data Analyst application?

Not a different resume — a re-aligned one. Titles vary (Business Data Analyst, Reporting Analyst, Insights Analyst) and so do required tools. Re-running the check per JD takes seconds and normally surfaces two or three swaps worth making.