Data Analyst CV Example and Writing Guide
Data analyst roles reward candidates who connect analysis to decisions. Show SQL and spreadsheet depth, BI dashboards that people actually use, and examples where your insight changed a metric. Portfolio projects help entry-level applicants stand out.
What employers look for in a Data Analyst
- SQL and advanced Excel
- BI tools (Power BI, Tableau, Looker)
- Python or R for analysis
- Business storytelling
- Data quality and cleaning
Data Analyst CV example
Use this sample as inspiration. Replace every number and detail with your own real achievements.
Your Name
Data Analyst
City, Country · phone · email@example.com · linkedin.com/in/yourname
Professional profile
Analytical and results-focused Data Analyst with 4+ years extracting insights from complex datasets. Expert in Python, SQL, Power BI, and Tableau. Delivered data-driven solutions that saved $2M+ in operational costs. Strong communicator who translates technical findings into clear business recommendations.
Experience — key achievements
- Analyzed sales data for 200+ products, identifying trends that increased revenue by 18% in Q3
- Built automated Power BI dashboards tracking 25 KPIs, replacing 10 hours of weekly manual reporting
- Cleaned and transformed 5M+ row datasets using Python, improving data accuracy by 92%
- Created predictive churn model that identified at-risk customers, reducing churn rate by 22%
- Developed SQL queries to extract insights from relational databases across 8 interconnected tables
- Presented monthly data reports to C-suite executives, supporting strategic decision-making
Skills
Python (Pandas, NumPy) · SQL · Excel & Power Query · Tableau · Power BI · Data Visualization · Statistical Analysis · Machine Learning Basics · R · Google Analytics · ETL Processes · Dashboard Design
Entry-level Data Analyst CV profile
No experience yet? Lead with education, projects and transferable skills. Here is a profile you can adapt:
Detail-oriented Data Analyst graduate proficient in Python, SQL, and Excel. Completed 5 data projects analyzing large datasets and creating interactive dashboards. Passionate about turning raw data into actionable business insights.
Career objective version: Analytical thinker with strong data skills seeking a Data Analyst role to help organizations make smarter, evidence-based decisions through data exploration and visualization.
Typical Data Analyst responsibilities
Do not copy duties straight onto your CV. Instead, turn each one into an achievement with a number — for example, how many, how much, or how much faster.
- Analyze large datasets to find trends
- Build dashboards and reports
- Write complex SQL queries
- Present findings to stakeholders
- Improve data collection processes
Key skills for a Data Analyst CV
Read our guide to the CV skills section and how to use CV keywords.
Certifications worth listing
- Microsoft PL-300 (Power BI)
- Google Data Analytics
- Tableau Desktop Specialist
- IBM Data Analyst
Requirements vary by country and employer — always check the job advert and the relevant licensing body.
How to write a stronger Data Analyst CV
- 1
Put your target job title — "Data Analyst" — directly under your name so recruiters and ATS see the match immediately.
- 2
Open with a three-line profile: experience level, two or three core skills and one measurable result.
- 3
Write experience bullets as action verb + task + result. Aim for a number in at least half of your bullets.
- 4
Mirror the exact skills and tools named in the job advert, but only those you genuinely have.
- 5
Use a clean, single-column layout and save as a text-based PDF unless the employer asks for Word.
Applying abroad?
CV conventions — photo, length, personal details — change from country to country. Read the guide for your target market:
Data Analyst CV — frequently asked questions
What should I include in a Data Analyst CV?
Include a short professional profile, reverse-chronological experience with measurable achievements, a skills section and your education. Employers hiring for data analyst roles especially look for: sql and advanced excel, bi tools (power bi, tableau, looker), python or r for analysis.
What are the best skills for a Data Analyst CV?
Strong data analyst CVs usually feature skills such as Python (Pandas, NumPy), SQL, Excel & Power Query, Tableau, Power BI, Data Visualization. Match the exact wording of the job advert and prove key skills inside your experience bullets.
Which certifications help a Data Analyst CV stand out?
Depending on your country and level, useful credentials include Microsoft PL-300 (Power BI), Google Data Analytics, Tableau Desktop Specialist, IBM Data Analyst. List them with the year achieved or your expected completion date.
How long should a Data Analyst CV be?
One page for students and early-career candidates; two pages for most experienced professionals. Senior or highly specialised candidates may need more, but every line should be relevant to the role.
Can I create a Data Analyst CV for free?
Yes. The BuildCVFast builder is free to use. Choose "Data Analyst" as your job title to load a starting profile, skills and bullet points, then edit them with your own details and download a PDF.