Career Atlas

Skill

ad

105
résumés have it
34
roles span it
0.1%
of all résumés

ad appears in 105 U.S. résumés — 0.1% of all résumés — and spans 34 different roles. People who list it most often also carry Gpo, File Servers, Meraki.

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

Commonly paired with

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

gpo
N=27file servers
N=9meraki
N=9nas
N=9hyper-v
N=21wsus
N=12service now
N=9exchange server
N=9vlan
N=12sccm
N=18dhcp
N=36exchange
N=33cisco switches
N=12dns
N=36office 365
N=18

Co-occurrence is measured across 105 real résumés that list this skill. Every pairing shows N, the count of real résumés behind it. How we count

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