2026 Skill Intelligence
AWS
Market demand analysis based on real job archetypes.
Market Penetration
33%
Required in 13 of 40 tracked roles
Demand Outlook
Moderate
Based on cross-role frequency
Core Requirement
5 roles
Roles where this skill is non-negotiable
Who Hires for AWS?
AI Engineer
optional
Required as a hard skill.
Backend Developer
important
Required as a hard skill.
Cloud Engineer
core
Required as a hard skill.
Data Engineer
core
Required as a hard skill.
Data Scientist
important
Required as a hard skill.
DevOps Engineer
core
Required as a hard skill.
Full Stack Developer
optional
Required as a hard skill.
Machine Learning Engineer
core
Required as a hard skill.
QA Engineer
optional
Required as a hard skill.
Site Reliability Engineer
important
Required as a hard skill.
Software Engineer
optional
Required as a hard skill.
Solutions Architect
core
Required as a hard skill.
System Administrator
important
Required as a hard skill.
Skills that pair with AWS
Employers hiring for AWS most often ask for these alongside it.