Resume Keywords by Role (2026)
Browse ATS resume keyword guides by role: data engineer, SQL, Power BI, business systems analyst, systems analyst, business intelligence, and core tech roles. One hub → keyword page → free JD matcher.
Last updated: April 2026
Data engineering, SQL & Power BI keyword guides
- Data Engineer resume keywords
Data engineer resume keywords for ATS: Spark, Airflow, Snowflake, Databricks, Kafka, ETL, dbt, AWS. Copy 150+ terms, bullets, and scan your resume vs…
- SQL Developer resume keywords
SQL developer resume keywords for ATS: T-SQL, PostgreSQL, query tuning, stored procedures, indexes, ETL. Copy 120+ terms and scan your resume vs the j…
- Power BI resume keywords
Power BI resume keywords for ATS: DAX, Power Query, semantic models, dataflows, RLS, Fabric. Copy 110+ terms and scan your resume vs the job descripti…
Business systems analyst, systems analyst & BI keyword guides
- Business Intelligence resume keywords
Business intelligence (BI) resume keywords for ATS: Power BI, Tableau, SQL, data modeling, dashboards, and KPI reporting. For general analytics roles,…
- Business Systems Analyst resume keywords
Business systems analyst (BSA) resume keywords for ATS: requirements, UAT, integrations, SQL, Jira, and process terms. Not the same as business analys…
- Systems Analyst resume keywords
Systems analyst resume keywords for ATS: IT support, applications, integrations, SQL, troubleshooting, and SDLC terms. Distinct from business analyst—…
Core role keyword guides
- Backend Developer resume keywords
- Business Analyst resume keywords
- Data Analyst resume keywords
- Data Scientist resume keywords
- DevOps Engineer resume keywords
- Frontend Developer resume keywords
- Full‑Stack Developer resume keywords
- Machine Learning Engineer resume keywords
- Product Manager resume keywords
- Software Engineer resume keywords