Technology Resume Example & Guide

Data Analyst Resume Example
that gets interviews in 2026.

Data analysts turn raw data into decisions. The strongest resumes quantify the business impact of an analysis — revenue saved, churn reduced, a process sped up — rather than listing the tools used to produce a dashboard nobody opened.

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Bullet points that work

Data Analyst resume bullet examples

Strong data analyst bullets lead with a verb and end with a number. Use these as patterns — swap in your own tools, scope, and results.

Built a churn-prediction model in Python that flagged at-risk accounts 60 days early, helping retention cut monthly churn by 18%.
Automated weekly executive reporting with SQL + Tableau, eliminating ~10 hours of manual work each week.
Identified a $1.2M leakage in the refund workflow through cohort analysis, leading to a policy change adopted company-wide.

Skills recruiters scan for

Top data analyst skills for your resume

Hard skills

SQLExcel (advanced)Python (pandas)RTableauPower BIData cleaningA/B testingStatistical analysisETLLookerGoogle Analytics

Soft skills

Storytelling with dataBusiness acumenStakeholder communicationAttention to detailCuriosity

ATS keywords to include

Mirror the exact wording from the job post. These terms are commonly matched by Applicant Tracking Systems for data analyst roles:

data analystbusiness intelligencedata visualizationsql queriesdashboardingkpi reportingpredictive analytics

Strong action verbs

AnalyzedIdentifiedForecastedVisualizedQuantifiedAutomatedUncoveredRecommended

Pay & outlook

Data Analyst salary & job outlook

$85,720

U.S. median annual wage

faster than average

Projected job growth

Source: U.S. Bureau of Labor Statistics, OEWS & Employment Projections (May 2025 release). Median pay varies by state and metro — see your state's page below.

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Common questions

FAQ

What is the most important skill on a data analyst resume?

SQL. It appears in the overwhelming majority of data analyst job descriptions, so it should be visible in both your skills section and at least one quantified bullet.

Should I show projects if I am entry level?

Absolutely. A "Projects" section with 2–3 analyses (with the dataset, the question, and the result) substitutes for work history and gives the ATS real keywords to match.

How do I make a data analyst resume ATS-friendly?

Use a single-column layout, standard headings, and mirror the exact tool names from the job post (e.g. "Power BI" not "PowerBI"). Avoid charts or graphics inside the resume itself.

Data Analyst Resume Examplethat gets interviews in 2026.