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Data Analyst Resume Example.

A good data analyst resume proves you can turn raw data into decisions. Tools matter, since most job ads ask for SQL, Excel and a BI tool by name, but the best resumes show what the business did differently because of your work.

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Priya Raman

Data Analyst
Austin, TX• +1 (555) 010-7730• priya.raman@example.com• linkedin.com/in/priyaraman

Professional Summary

Data analyst with 4 years of experience in e-commerce and marketing analytics. Builds SQL pipelines and Tableau dashboards that 60+ people use every week, and turns A/B test results into clear recommendations. Analysis of checkout drop-off led to changes worth $2.1M a year.

Work Experience

Data Analyst

Cedar & Co. Online
01/2022 – Present
Austin, TX
  • •Found that 38% of mobile shoppers left at the shipping step; the redesign that followed added $2.1M in yearly revenue.
  • •Built 12 Tableau dashboards used weekly by 60+ staff, replacing 20 hours of manual Excel reporting.
  • •Designed and analyzed 25 A/B tests with product managers, with results reviewed at the monthly leadership meeting.
  • •Wrote a customer lifetime value model in Python that changed how the marketing budget was split between channels.

Junior Data Analyst

Lonestar Media Group
06/2020 – 12/2021
Dallas, TX
  • •Automated weekly campaign reports with SQL and Python, cutting turnaround from 2 days to 2 hours.
  • •Cleaned and merged 5 years of subscriber data, fixing duplicate records that had inflated reach by 12%.
  • •Presented monthly audience insights to 3 client teams.

Skills

Analysis
SQLPython (pandas)ExcelA/B testingStatistics
BI tools
TableauLookerPower BI
Data
BigQuerydbtGoogle Analytics 4

Education

B.S. in Statistics
Texas A&M University
2016 – 2020 | College Station, TX

Certifications & Awards

Google Data Analytics Professional Certificate
Tableau Desktop Specialist

Languages

English(Fluent)
Tamil(Native)
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Writing guide

How to Write a Data Analyst Resume.

This example belongs to an analyst with four years of experience in e-commerce and marketing analytics. Notice how each bullet names the tool, the analysis and the result, and how the skills section mirrors the language of a typical job ad.

Below you'll find summary examples for different levels, the skills to include, bullet points you can adapt and tips from the way recruiters read data analyst resumes.

Summary

Data Analyst Resume Summary Examples.

Two or three sentences at the top of your resume: who you are, your strongest result and what you're looking for. Pick the one closest to your level and make it yours.

Entry-level

Recent statistics graduate skilled in SQL, Excel and Tableau. Analyzed 200,000 rows of public transit data for a capstone project and presented findings to the city planning office.

Mid-level

Data analyst with 3 years of experience in retail. Owns weekly sales reporting in Power BI and helped cut excess stock by 15% by forecasting demand per store.

Senior

Senior analyst with 7 years of experience leading analytics for subscription products. Built the company's metrics layer in dbt and coached 5 analysts on experimentation and storytelling.

Skills

Skills for a Data Analyst Resume.

Screening software compares your resume with the job ad, so use the same words the employer uses, but only for skills you really have. Put the most relevant ones first.

Hard skills

  • SQL
  • Excel (pivot tables, lookups)
  • Python or R
  • Tableau / Power BI / Looker
  • Data cleaning
  • A/B testing
  • Descriptive statistics
  • Data modeling
  • Google Analytics
  • ETL and dbt

Soft skills

  • Storytelling with data
  • Business curiosity
  • Attention to detail
  • Explaining numbers to non-experts
  • Stakeholder management
  • Time management

Show soft skills in your bullet points rather than listing them alone: "trained 6 new hires" proves leadership better than the word itself.

Experience

Data Analyst Resume Bullet Points.

Start with a strong verb, say what you did and end with the result, ideally a number. Adapt these to your own work and never claim results you can't back up.

  • Built a churn dashboard that helped the support team contact at-risk customers and save 400 accounts a quarter.
  • Reduced a 3-hour monthly report to 5 minutes by rewriting it as a scheduled SQL query.
  • Analyzed 1.2M support tickets to find the 5 issues behind 40% of contacts.
  • Created a single source of truth for revenue metrics, ending conflicting numbers between finance and sales.
  • Forecast seasonal demand within 4% accuracy, helping the warehouse plan staffing.
  • Trained 30 colleagues to build their own reports in Looker.
  • Spotted a tracking bug that under-counted mobile sales by 9% and worked with engineers to fix it.
  • Measured the effect of a price change with a controlled test instead of before-and-after guesses.
Tips

What Recruiters Look For.

  1. 1

    Name the tools the ad names

    If the posting asks for Power BI, say Power BI, not just "BI tools". ATS software matches exact terms.

  2. 2

    Show the decision, not only the dashboard

    A dashboard is a means. Say what someone did with it: a budget moved, a feature changed, a cost cut.

  3. 3

    Add a small portfolio

    A link to one or two public dashboards or notebooks lets a hiring manager see your work in minutes.

  4. 4

    Quantify your data

    Rows, sources, users and time saved all show the scale you are used to working with.

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FAQ

Data Analyst Resume
Questions.

Still unsure? Our team answers every message, usually within one business day.

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What skills should a data analyst put on a resume?

SQL and Excel first, then a BI tool (Tableau, Power BI or Looker) and Python or R. Add statistics and A/B testing if the job involves experiments. Always mirror the tools named in the job ad.

How do I write a data analyst resume with no experience?

Lead with a projects section: two or three analyses using public data, each with the question, the tools and what you found. Coursework, certificates and internships support it.

Should I include certifications?

Yes, if they are relevant and recent. The Google Data Analytics certificate and vendor certificates for Tableau or Power BI are widely recognized for entry-level roles.

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See all resume examples, check yours with the free ATS resume checker, browse resume templates or read how resumes differ by country.

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