Data Analyst Resume: Examples & Guide (2026)

7 min read

A data analyst resume needs to prove two things fast: you can wrangle and analyze data with the right tools, and your analysis changed a business decision. Listing SQL and Tableau is table stakes — the impact is what gets you hired.

Here is how to structure one that does both.

What hiring teams look for

  • Core tooling: SQL plus a BI tool and often Python or R.
  • Analysis depth: cohorts, A/B tests, forecasting, segmentation.
  • Business impact: a decision, dollar amount, or metric you moved.
  • Communication: turning analysis into recommendations stakeholders use.

How to structure a data analyst resume

  • Header with title, location, email, GitHub/portfolio, LinkedIn.
  • Summary: domain, core stack, and a headline result.
  • Technical skills grouped by Languages, BI/Viz, Databases, Stats.
  • Experience with impact-focused bullets.
  • Projects or a portfolio of dashboards/analyses with links.
  • Education and certifications.

Skills and keywords to include

  • Languages: SQL, Python, R.
  • BI & viz: Tableau, Power BI, Looker, dbt.
  • Data: data modeling, ETL, warehousing (Snowflake, BigQuery, Redshift).
  • Analysis: A/B testing, regression, forecasting, cohort and funnel analysis.

Resume bullet examples

Weak: "Built dashboards in Tableau for the team."

Strong: "Built a Tableau retention dashboard adopted by 5 product teams, surfacing a churn driver that informed a fix worth $300K in saved ARR."

Weak: "Analyzed marketing data."

Strong: "Ran an A/B test in SQL/Python on 80k users, identifying a checkout change that lifted conversion 9%."

Common mistakes to avoid

  • Listing tools with no evidence of what you did with them.
  • No business outcome attached to the analysis.
  • Skipping SQL specifics when it is the core requirement.
  • A portfolio link that is broken or empty.

Quick checklist

  • SQL and your BI tool visible in the top third.
  • Every key bullet ties analysis to a business result.
  • Keywords match the posting (tools and methods).
  • Portfolio or GitHub link works.
  • One page for most analysts.

Ready to build yours? Start from a free Applygrid resume template, keep it ATS-friendly, and pair it with a tailored letter from our AI cover letter generator.

Put this into practice

Build an ATS-friendly resume and generate a tailored cover letter with Applygrid — free to start.