2026 Skill Intelligence
CI/CD
Market demand analysis based on real job archetypes.
Market Penetration
28%
Required in 7 of 25 tracked roles
Demand Outlook
Moderate
Based on cross-role frequency
Career Value
High
Impact on hireability
Who Hires for CI/CD?
Backend Developer
important
Required as a hard skill.
Cloud Engineer
important
Required as a hard skill.
Frontend Developer
optional
Required as a hard skill.
Full Stack Developer
optional
Required as a hard skill.
Machine Learning Engineer
optional
Required as a hard skill.
Site Reliability Engineer
core
Required as a hard skill.
Software Engineer
important
Required as a hard skill.