Career Atlas

Skill

customer interaction

84
résumés have it
29
roles span it
0.1%
of all résumés

customer interaction appears in 84 U.S. résumés — 0.1% of all résumés — and spans 29 different roles. People who list it most often also carry User Training, User Account Management, Software Installation.

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

Commonly paired with

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

user training
N=9user account management
N=9software installation
N=12budgeting
N=9customer support
N=9data migration
N=9team management
N=12network troubleshooting
N=9inventory management
N=12it support
N=9network administration
N=12database management
N=9vpn
N=9problem solving
N=12customer service
N=33

Roles that use Customer Interaction

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.

technical support representativeN=3technician technicianN=3

Co-occurrence is measured across 84 real résumés that list this skill. Every pairing shows N, the count of real résumés behind it. How we count

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