ATS Resume Checker for Data Analysts

Your resume needs to pass applicant tracking systems that scan for data analysis keywords. Our free tool checks your resume against real job descriptions and shows exactly which keywords you are missing.

Top 15 Keywords for Data Analyst Resumes

SQL

Core query language ? appears in 90%+ of job descriptions

Python/R

Statistical programming and data manipulation

Tableau/Power BI/Looker

Data visualization and dashboarding tools

Excel/Google Sheets

Spreadsheet analysis and pivot tables

Statistical Analysis

Hypothesis testing, regression, A/B testing

Data Cleaning/ETL

Data preparation and pipeline experience

Machine Learning

Predictive modeling and classification

Pandas/NumPy

Python data manipulation libraries

Data Storytelling

Communicating insights to non-technical stakeholders

BigQuery/Redshift/Snowflake

Cloud data warehouse experience

dbt/Airflow

Data transformation and orchestration tools

Dashboard Design

Creating actionable, self-serve analytics

Business Intelligence

Turning data into strategic recommendations

Data Governance

Data quality, documentation, and best practices

Stakeholder Communication

Presenting findings to leadership

ATS Formatting Tips for Data Analyst Resumes

ATS Score Benchmark

Data Analyst resumes scoring 65%+ on ATS checks receive 2.5x more interview invitations. The typical first-check score is 45-55%. Fastest improvement area: adding missing technical keywords.

5 Reasons Data Analyst Resumes Get Rejected

Related Guides

ATS Score Guide

What is a good ATS score and how to improve it.

Resume Keywords Guide

Master keyword placement for ATS success.

How to Beat ATS in 2026

Proven strategies to get past screening.

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