Recent statistics graduate interning as a data analyst at a regional retailer, with coursework in regression, databases and data visualization. Built an Excel-to-SQL reporting fix that saved the merchandising team 6 hours a week. Brings solid SQL, Python and Tableau fundamentals and a habit of documenting every query.
Experience
Data Analyst Intern, Bayside Grocery Co-op (Oakland, CA)
Jun 2026 – Present
Rebuilt a weekly category sales report from manual Excel lookups into a SQL query and Tableau view, saving merchandising 6 hours a week
Analyzed 18 months of promotion data for 2,400 SKUs, identifying 40 promotions that lost margin
Documented 25 commonly used tables in a team data dictionary in Confluence
Presented a 10-slide summary of promotion findings to the merchandising director and 2 category managers
Undergraduate Research Assistant, UC Davis Department of Statistics (Davis, CA)
Jan 2025 – May 2026
Cleaned and merged 5 years of county air-quality and hospital-visit data in R for a faculty study
Produced 12 publication-ready charts with ggplot2 for a conference poster
Wrote reproducible R Markdown reports so the lab could rerun analyses with new data
Supervised 6 student workers per shift during peak lunch service
Education
B.S. in Statistics (Coursework: Regression Analysis, Database Systems, Data Visualization, Probability), University of California, Davis (Sep 2022 – May 2026)
Certifications: Google Data Analytics Professional Certificate
How to write a Data Analyst Intern resume
A strong Data Analyst Intern resume shows the questions you answered, the models or pipelines you shipped, and the decisions your analysis changed. Put Education near the top and use projects, internships and coursework to show what you can already do.
Sections, in order
Summary
Education
Experience
Projects
Skills
Length: One page. Recruiters expect a single page for early-career candidates.
Summary: Keep the summary to two lines: the role you want, your strongest skills, and one result from a project or internship.
Skills to feature
SQL
Python or R
Statistics
Machine learning
Data modeling
dbt and ELT pipelines
BI tools (Looker, Tableau, Power BI)
Experiment design
Data visualization
Stakeholder communication
Example bullet points
Built a churn model (gradient boosting, AUC 0.86) that targeted retention offers and saved $900k a year
Rebuilt the revenue dashboard on dbt and Looker, cutting refresh time from 6 hours to 20 minutes
Designed 25 A/B tests with sequential analysis, shortening the average test from 4 weeks to 10 days
Tips from recruiters
Pair every technique with the decision it informed; "built a model" alone says little.
List tools under grouped skills ("Analytics: SQL, dbt, Looker") so ATS keyword matches are exact.
Link a notebook, Kaggle profile or public analysis if you have one.
Recommended templates
Classic (ATS-friendly): Jake's-style LaTeX classic: small caps and hairline rules
Modern (ATS-friendly): Clean single column with accent headings and rules
Compact (ATS-friendly): Dense single column that fits long histories
Data Analyst Intern resume FAQ
What should a Data Analyst Intern resume include?
A Data Analyst Intern resume should show the questions you answered, the models or pipelines you shipped, and the decisions your analysis changed. Use these sections in this order: Summary, Education, Experience, Projects and Skills. Put Education near the top and use projects, internships and coursework to show what you can already do.
What is the best resume template for a Data Analyst Intern?
Classic, Modern and Compact work well for Data Analyst Intern roles. They are single-column with standard headings, so applicant tracking systems (ATS) parse them reliably.
How long should a Data Analyst Intern resume be?
One page. Recruiters expect a single page for early-career candidates.
Which skills should a Data Analyst Intern put on a resume?
Prioritize the skills named in the job posting. Common ones for Data Analyst Intern roles are SQL, Python or R, Statistics, Machine learning, Data modeling and dbt and ELT pipelines.
How do I write strong Data Analyst Intern resume bullet points?
Start with an action verb, say what you did, and end with a measurable result such as forecast accuracy, revenue impact and query time. For example: "Built a churn model (gradient boosting, AUC 0.86) that targeted retention offers and saved $900k a year."