Career Atlas

Skill

requirements

10,470
résumés have it
81
roles span it
10.8%
of all résumés

requirements appears in 10,470 U.S. résumés — 10.8% of all résumés — and spans 81 different roles. People who list it most often also carry Analysis, Developing, Processes.

Based on Futureful's analysis of 102,822 U.S. résumés (2026).

Commonly paired with

The skills that people who have requirements most often also carry, ranked by how strongly they co-occur. Great for planning what to learn next.

analysis
N=3,486developing
N=3,403processes
N=2,755performed
N=4,288technical
N=4,716operations
N=3,804procedures
N=3,103customer
N=3,517customers
N=3,980teams
N=2,772reports
N=4,693manager
N=3,819manage
N=3,670provided
N=4,947process
N=4,971

Roles that use Requirements

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.

etl developerN=131

Co-occurrence is measured across 10,470 real résumés that list this skill. Every pairing shows N, the count of real résumés behind it. How we count

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