Career Atlas

Skill

github

2,934
résumés have it
334
roles span it
3.0%
of all résumés

github appears in 2,934 U.S. résumés — 3.0% of all résumés — and spans 334 different roles. People who list it most often also carry Apache Web Server, Pandas, Shell Scripting.

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

Commonly paired with

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

apache web server
N=138pandas
N=384shell scripting
N=587xhtml
N=600angular js
N=660django
N=962jenkins
N=1,326rest
N=989svn
N=1,024soap
N=1,077eclipse
N=1,183mongodb
N=1,265json
N=1,644jira
N=1,515ajax
N=1,833

Roles that use Github

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.

sr python developerN=36java/j2ee full stack developerN=21senior react js developerN=12python full stack developerN=9sr. python/django developerN=9java front end /reactjs/web developerN=9sr. python / aws developerN=9sr. full stack python developerN=6lead python developerN=6senior full stack java developerN=6sr. ruby on rails developerN=6java ui developerN=3

Co-occurrence is measured across 2,934 real résumés that list this skill. Every pairing shows N, the count of real résumés behind it. How we count

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