Career Atlas
Skill
data integration
244
résumés have it
77
roles span it
0.3%
of all résumés
data integration appears in 244 U.S. résumés — 0.3% of all résumés — and spans 77 different roles. People who list it most often also carry Data Architecture, Data Quality, Database Integration.
Based on Futureful's analysis of 102,822 U.S. résumés (2026).
Commonly paired with
The skills that people who have data integration most often also carry, ranked by how strongly they co-occur. Great for planning what to learn next.
data architecture
N=9data quality
N=28database integration
N=9data governance
N=18data loading
N=9sql server installation
N=12data warehousing
N=24business intelligence
N=33data modeling
N=42data warehouse
N=22database design
N=57database development
N=24application development
N=33etl
N=46database administration
N=60
Roles that use Data Integration
The roles where this skill shows up most, ranked by how many people in the role have it. Tap one to see its full skill fingerprint and career paths.
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