Data Analyst CV Example & Guide (2026)
A free, recruiter-ready data analyst CV example formatted for the UK — A4 sizing, a personal profile, and achievement-led bullet points. Edit it in one click.
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How to write a data analyst CV (UK)
Open with a short personal profile, then prove your impact with achievement-led bullet points — each one a result, not a duty. Keep it to two A4 pages, list experience in reverse-chronological order, and mirror the language in the job advert so it passes any applicant tracking system.
Example bullet points to adapt
- Built a churn-prediction model in Python that flagged at-risk accounts 60 days early, helping retain an estimated $410K in annual recurring revenue.
- Designed 12 self-serve Tableau dashboards adopted by 200+ stakeholders, cutting ad hoc reporting requests by 45%.
- Ran 30+ A/B tests on the checkout funnel, identifying changes that lifted conversion 11% and added $1.3M in annual sales.
- Rebuilt the company's ETL pipeline in dbt, reducing data refresh time from 4 hours to 35 minutes.
- Defined a unified set of 18 north-star KPIs adopted across marketing, product, and finance.
- Analyzed claims data for 1.2M members to surface cost drivers, informing a program that cut avoidable ER visits 8%.
- Automated a manual weekly Excel report with a SQL and Python workflow, saving the team 10 hours per week.
- Partnered with operations to build a staffing forecast model that reduced overtime spend by $190K annually.
Key skills for a data analyst CV
Data Analyst CV FAQs
What should a data analyst CV include in the UK?
A UK data analyst CV leads with a short personal profile, then work experience in reverse-chronological order with achievement-led bullet points, key skills, and education. Keep it to two A4 pages, and you don’t need a photo, date of birth, or marital status.
CV or resume — what’s the difference?
In the UK and most of Europe, “CV” is the standard term for the 1–2 page document you send with a job application (what Americans call a resume). Our builder uses A4 sizing and UK conventions when you choose this format.
How long should my CV be?
Two A4 pages is the UK norm. Lead with your strongest, most relevant achievements so a recruiter sees your value in the first half-page.
What technical skills matter most on a data analyst resume?
SQL is the non-negotiable core, followed by a visualization tool like Tableau or Power BI and a scripting language such as Python or R. List the specific tools the job posting names so the ATS and recruiter both find them. Back each skill with a bullet showing how you used it to drive a decision.
How do I quantify analytics work?
Connect your analysis to the dollars, time, or percentage points it moved. For example, 'built a churn model that flagged at-risk accounts and helped retain $410K in annual revenue' is far stronger than 'analyzed churn.' If results are confidential, use relative figures like percentage improvements.