Career Atlas
Skill
data security
286
résumés have it
79
roles span it
0.3%
of all résumés
data security appears in 286 U.S. résumés — 0.3% of all résumés — and spans 79 different roles. People who list it most often also carry Data Architecture, It Risk Management, It Controls.
Based on Futureful's analysis of 102,822 U.S. résumés (2026).
Commonly paired with
The skills that people who have data security most often also carry, ranked by how strongly they co-occur. Great for planning what to learn next.
data architecture
N=9it risk management
N=9it controls
N=9data transformation
N=12data quality
N=16database installation
N=12log analysis
N=13data integrity
N=28access control
N=22high availability
N=28data modeling
N=25backup and recovery
N=45database migration
N=30performance tuning
N=62database administration
N=55
Roles that use Data Security
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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