Mined live from job postings
The Skills Graph
A living map of what employers actually hire for — 512 skills grouped into 60 clusters by how they co-occur in real postings. Not a taxonomy someone wrote down; a structure the market reveals.
512Skills tracked
60Clusters
346Roles mapped
35947Skill links
Skill clusters
Communities of skills that get hired together, detected from posting co-occurrence.
Demand leaders
Most live openings, weighted by how strongly each role asks for the skill.
11.0k openings2911 openings3640 openings4567 openings5521 openings6476 openings7474 openings8443 openings9416 openings10401 openings11360 openings12356 openings
Compliance
34.2%
Analytics & Reporting
29.8%
Documentation
24.1%
Process Improvement
21.2%
Project Management
23.1%
Cloud Platforms
27.6%
Automation
22.9%
Spreadsheet Modeling
22.6%
Python or R
37.7%
Agile/Scrum
23.3%
Data Analysis
20.4%
Machine Learning & Deep Learning
24.2%
Trending
Biggest movers since the last market snapshot.
123456789101112
Microsoft Office Suite +150.7%
13.4%
C/C++ +150%
14.1%
E-commerce +100%
12.4%
Supply Chain Management +71.4%
11.2%
Microsoft PowerPoint +70%
10.9%
Consumer Insights +60%
11.8%
Client Engagement +45.5%
12.2%
Software Engineering +44.2%
16.5%
Customer Service +43.8%
12.2%
Data Management +20%
13.1%
Adobe Creative Suite +8.3%
19.9%
Cash Management +3.8%
14.1%