Data Analyst Resume Example (2026) — ATS-Friendly

Data Analyst Resume Example

From raw data to decisions stakeholders act on

A data analyst resume should connect technical skills to business outcomes — not just SQL and dashboards, but the decisions they drove. This example highlights analysis that changed direction, the tools behind it, and the stakeholders you influenced, formatted cleanly for ATS keyword matching.

ATS keywords for data analyst resumes

Work the terms that match the job description naturally into your resume so it ranks well in applicant tracking systems.

data analyst
SQL
Python
data visualization
Tableau
Power BI
A/B testing
ETL
statistical analysis
stakeholder reporting

Single-column, ATS-readable structure

Quantified, achievement-focused bullet points

Role-specific skills grouped for fast scanning

Maya Fernandes

maya.fernandes@email.com · +1 (312) 555-0156 · Chicago, IL · https://linkedin.com/in/mayafernandes

Professional summary

Data analyst with 5 years turning messy datasets into decisions for marketing and operations teams. Fluent in SQL and Python, I build dashboards people actually use and pair every analysis with a clear recommendation.

Skills

Analysis

SQL, Python (pandas), Statistics, A/B testing, Forecasting

Visualization

Tableau, Power BI, dbt, Excel, Looker

Professional experience

Data Analyst
Lakeshore Retail Group — Chicago, IL
Mar 2021 – Present
- Built an inventory forecasting model that reduced stockouts by 22% across 140 stores.
- Automated weekly executive reporting in Tableau, saving the team ~10 hours per week.
- Designed and analysed pricing experiments that informed a 4% margin improvement.
Junior Data Analyst
Brightwave Media — Remote
Jul 2019 – Feb 2021
- Owned marketing attribution analysis across 6 channels, reallocating spend for a 15% CAC drop.
- Wrote SQL pipelines feeding dashboards used daily by 40+ stakeholders.
- Cleaned and unified CRM and web data, cutting reporting discrepancies by 90%.