Data Analyst Resume Keywords
Analyst resumes are easier to find when they name the exact BI tools, SQL dialects, and business outcomes in the posting. Generic 'reporting' language can undersell relevant experience.
Sample JD signals
Experience with SQL
Experience with data visualization
Experience with Tableau
Experience with Power BI
Experience with Excel
Experience with A/B testing
Original weak bullet
Worked on data analyst tasks and helped the team with projects.
Signal rewrite direction
Rebuild the bullet around SQL, data visualization, Tableau, then add only tools, scope, and outcomes supported by the original resume.
Missing keyword examples
Terms a Data Analyst resume may need to surface
Signal checks the actual job description, so the final gap report is specific to one application.
Name the BI tools in the JD explicitly — ATS matches "Power BI", not "BI tools".
Show business impact, not just queries: "drove 12% lift via cohort analysis".
Include both "SQL" and the specific dialect if mentioned (e.g. BigQuery, Snowflake).