2026 Skill Intelligence
Problem Solving
Market demand analysis based on real job archetypes.
Market Penetration
84%
Required in 21 of 25 tracked roles
Demand Outlook
High
Based on cross-role frequency
Career Value
High
Impact on hireability
Who Hires for Problem Solving?
AI Engineer
core
Required as a soft skill.
Backend Developer
important
Required as a soft skill.
Business Analyst
important
Required as a soft skill.
Cloud Engineer
important
Required as a soft skill.
Data Analyst
important
Required as a soft skill.
Data Engineer
important
Required as a soft skill.
Database Administrator
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.
Game Developer
important
Required as a soft skill.
Machine Learning Engineer
important
Required as a soft skill.
Mobile Developer
important
Required as a soft skill.
Product Manager
important
Required as a soft skill.
QA Engineer
important
Required as a soft skill.
Salesforce Developer
important
Required as a soft skill.
Security Engineer
important
Required as a soft skill.
Site Reliability Engineer
core
Required as a soft skill.
Software Engineer
core
Required as a soft skill.
System Administrator
important
Required as a soft skill.
UI/UX Designer
important
Required as a soft skill.