Data Analyst resume example, ATS tips & free builder
Practical resume guidance for data and business analysts who work with SQL, dashboards, and reporting. Import your existing CV or start from scratch, edit it in the browser, download the PDF, then check the ATS score before you apply.
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What to get right on a data analyst resume
The sample wording and figures below are examples, not claims to copy. Keep only employers, tools, qualifications, dates and results you can support from your own experience.
Show the decision your analysis led to, not just the analysis
"Built a churn dashboard" is a task. "Built a churn dashboard that identified a 12% at-risk segment, leading to a targeted retention campaign" is an outcome — and outcomes are what get shortlisted.
Name your actual tools
SQL, Python, Excel, Tableau, Power BI, Looker — whatever you genuinely use, name it explicitly. Analyst job postings are usually keyword-screened for exactly these tool names.
Pick 2-3 real dashboards or reports to describe in detail
One well-described project beats five one-line bullets. Describe the data source, what you built, and what changed because of it.
Translate technical work into business language
A hiring manager outside data may not know what a "window function" is, but they understand "identified the top 3 drivers of late deliveries." Lead bullets with the business impact, not the technical method.
Data Analyst resume example
A complete one-page example in a single-column layout with standard headings. The person, employers and figures are fictional: copy the structure, then replace every detail with your own. Bracketed items such as [email] are placeholders.
[YOUR NAME] Data Analyst | Gurugram, India | [email] | [phone] | linkedin.com/in/[username] SUMMARY Data analyst with 3 years turning sales and customer data into decisions for e-commerce teams. Strong in SQL, Python and Power BI dashboards that business teams use weekly. SKILLS Languages: SQL (PostgreSQL, BigQuery), Python (pandas), DAX BI tools: Power BI, Tableau, Looker Studio Methods: cohort analysis, A/B test analysis, forecasting, data cleaning EXPERIENCE Data Analyst — Online fashion retailer, Gurugram | Aug 2023 – Present • Built a churn dashboard in Power BI that identified a 12% at-risk customer segment; the retention campaign that followed recovered an estimated ₹40 lakh in quarterly revenue. • Automated the weekly sales report with SQL and Python, saving the category team 6 hours a week. • Analysed 18 A/B tests on checkout changes and presented the results to product leadership. Junior Data Analyst — Logistics company, Delhi | Jun 2022 – Jul 2023 • Identified the top 3 drivers of late deliveries from 2 million shipment records, informing a route change that cut delays by 9%. • Cleaned and merged warehouse data from 4 sources into one reporting table. EDUCATION B.Sc. Statistics — [University], 2022 Google Data Analytics Certificate, 2022
Prefer not to format it by hand? Build this layout in the free Resume Builder and download it as a PDF.
Turn your current CV into a cleaner data analyst resume
The free Resume Builder can import PDF, DOCX and TXT resumes, pre-fill the details it can identify, and keep everything editable. Review the fields, download the single-column PDF, then run it through our free Resume Checker for an ATS score. If you are applying to a specific role, use Job Match to compare the resume with the posting before you submit it.
Frequently asked questions
Should a data analyst resume include a portfolio link?
Yes if you have one — a GitHub with real notebooks/queries, or a public Tableau/Power BI dashboard, gives a hiring manager something concrete to look at before the interview.
How technical should the skills section be?
Specific enough to be keyword-matched (name the actual tools and languages) but organized enough to scan in seconds — group by category (Languages, BI Tools, Databases) rather than one long unsorted list.
How long should a resume be?
One page for most candidates, especially under 10 years of experience. Two pages only for senior or executive roles with genuinely relevant history — never pad a one-page resume to two just to fill space.
Does the free Resume Builder work for this?
Yes. You can import an existing PDF, DOCX or TXT resume or start from scratch, edit the fields in your browser and download a clean PDF without paying.
How do I tailor my resume to a specific job posting?
Use the free Job Match tool to compare your resume with the job description and see the match score and missing keywords before you apply.
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