Data & Analytics - ATS keyword map

Data Analyst resume keywords for ATS in India

These are the role signals Indian recruiters and ATS parsers commonly expect in a Data Analyst resume. CVScan can compare your resume against these terms and show what is missing before you apply.

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Top keywords to include

SQL

Mention this in skills, projects, or experience only when you can explain how you used it.

Python

Mention this in skills, projects, or experience only when you can explain how you used it.

Excel

Mention this in skills, projects, or experience only when you can explain how you used it.

Power BI

Mention this in skills, projects, or experience only when you can explain how you used it.

Tableau

Mention this in skills, projects, or experience only when you can explain how you used it.

Data Visualization

Mention this in skills, projects, or experience only when you can explain how you used it.

Statistical Analysis

Mention this in skills, projects, or experience only when you can explain how you used it.

Dashboard

Mention this in skills, projects, or experience only when you can explain how you used it.

Where to place keywords

  • Professional summary: target role, domain, and strongest tools.
  • Skills section: clean list of tools, platforms, frameworks, and certifications.
  • Experience bullets: keyword plus action, result, scale, or metric.
  • Projects: especially important for freshers, career switchers, and tech roles.

Avoid keyword stuffing

  • Add SQL inside a real project or work bullet, not only in the skills list.
  • Mention tools like Python and Excel near outcomes, reports, releases, or responsibilities.
  • Use the exact job-description spelling when it is truthful: ATS systems often match literal terms.
  • Support every keyword with proof, such as project size, team size, revenue, time saved, volume handled, or accuracy improved.

Common missing keyword problems

No ₹ or % business impact in bullets

Missing BI tool names

Vague 'analyzed data' bullets

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