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Data Analyst CV Template & Example
A data analyst CV must show that your analysis changed a decision. List your technical stack clearly, then tie each project to the business outcome it drove, not just the chart you produced.
How to write a standout Data Analyst CV
Three things hiring managers and applicant tracking systems look for — get these right and you clear the first screen.
Tie every analysis to a decision or dollar
A dashboard isn't an achievement; the decision it changed is. 'Built a churn model that informed retention spend, saving £400K' beats 'created reports.'
List your stack in tiers
Separate languages (SQL, Python, R), BI tools (Power BI, Tableau, Looker), and concepts (A/B testing, forecasting). ATS systems and analysts both scan for these.
Show one project end to end
Recruiters trust analysts who can go from raw data to recommendation. Describe one project across extraction, analysis, and the action it triggered.
ATS keywords for Data Analyst CVs
Applicant tracking systems scan for role-specific terms before a human reads your CV. Weave the ones that genuinely apply to you into your summary, skills, and bullets.
Data Analyst CV bullet point examples
Achievement-led bullets that show impact with numbers — the format that gets interviews. Adapt them to your own results.
- Built a customer-segmentation model in Python that informed a pricing change worth £1.1M in annual margin.
- Automated a weekly executive dashboard in Power BI, saving the team ~10 hours of manual reporting per week.
- Ran an A/B test on the checkout flow that lifted conversion by 6% and was rolled out company-wide.
Frequently asked questions
Common questions about writing a Data Analyst CV.
What technical skills should a data analyst CV list?
List SQL and at least one of Python or R, a BI tool such as Power BI or Tableau, and analytical methods like statistical testing and forecasting.
How do I show business impact as a data analyst?
Connect each analysis to the decision it influenced and the resulting outcome, such as revenue gained, cost saved, or hours of manual work eliminated.
Should a data analyst include a portfolio?
Yes. A link to dashboards, notebooks, or a portfolio site lets reviewers verify your skills and is a strong differentiator for analyst roles.
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