2026 Skill Intelligence
MLOps
Which roles require it and how much it matters — mapped across real job-role profiles.
Roles That List It
3 roles
Of the 103 job-role profiles Skilture maps
Core Requirement
Supporting
Valued as a complementary skill
Skill Type
Technical
A hard, teachable skill
Who Hires for MLOps?
AI Engineer
optional
Required as a hard skill.
Data Scientist
optional
Required as a hard skill.
Machine Learning Engineer
important
Required as a hard skill.
Targeting one of these roles? Grab the ATS resume keywords:
Skills that pair with MLOps
Employers hiring for MLOps most often ask for these alongside it.