2026 Skill Intelligence
Collaboration
Market demand analysis based on real job archetypes.
Market Penetration
67%
Required in 10 of 15 tracked roles
Demand Outlook
High
Based on cross-role frequency
Career Value
High
Impact on hireability
Who Hires for Collaboration?
Backend Developer
important
Required as a soft skill.
Data Engineer
important
Required as a soft skill.
Data Scientist
important
Required as a soft skill.
DevOps Engineer
important
Required as a soft skill.
Frontend Developer
important
Required as a soft skill.
Full Stack Developer
important
Required as a soft skill.
Machine Learning Engineer
optional
Required as a soft skill.
Mobile Developer
important
Required as a soft skill.
QA Engineer
important
Required as a soft skill.
UI/UX Designer
important
Required as a soft skill.