Mined live from job postings
The Skills Graph
A living map of what employers actually hire for — 1235 skills grouped into 138 clusters by how they co-occur in real postings. Not a taxonomy someone wrote down; a structure the market reveals.
1235Skills tracked
138Clusters
356Roles mapped
224797Skill links
Skill clusters
Communities of skills that get hired together, detected from posting co-occurrence.
23 skills
DevOps Engineering
PowerShellAnsibleBashConfiguration Management
2.4k openings$152,425 median
9 skills
UX Design
WireframingWorkshop FacilitationInteraction DesignSketch
178 openings$149,318 median
Demand leaders
Most live openings, weighted by how strongly each role asks for the skill.
12.0k openings21.7k openings31.4k openings41.3k openings51.2k openings61.1k openings71.1k openings81.0k openings91.0k openings10977 openings11933 openings12833 openings
Leadership
49.7%
Strategy
45.7%
AI
38.7%
Compliance
36.3%
Analytics & Reporting
33.8%
Security
32.7%
Marketing
37.1%
Sales
31.9%
Innovation
27%
Analytics
30.5%
Research
28.9%
Recruitment
23.2%
Trending
Biggest movers since the last market snapshot.
123456789101112
Engineering +49900%
39%
Monitoring +20100%
18.9%
Collaboration +13066.7%
28.6%
Optimization +10550%
21.1%
Communications +8750%
18.4%
Screening +7000%
10.2%
Transportation +2950%
8.9%
Problem Solving +2800%
10.3%
AI Solutions +2700%
10.1%
Life Sciences +2200%
8.3%
Construction +2000%
8%
Executive Leadership +1850%
10.6%