Technology skill
MLOps jobs
Running machine-learning models in production reliably: deployment, monitoring, retraining, and rollback. What separates a working model from a demo. Below: the 5 occupations it unlocks on this board, live counts included, and the skills that show up beside it in real postings.
What MLOps unlocks
Occupations whose postings name this skill, from the adjacency data the instrument runs on. Counts are live board inventory, refreshed nightly.
| Occupation | Live roles | More |
|---|---|---|
| Data Scientist | 458 | salary |
| AI Engineer | 348 | salary |
| Machine Learning Engineer | 274 | salary |
| MLOps Engineer | 27 | salary |
| Computer Vision Engineer | 18 | salary |
Quick answers
What is MLOps?
Running machine-learning models in production reliably: deployment, monitoring, retraining, and rollback. What separates a working model from a demo. On this board it is a technology skill, extracted from posting text by the nightly scrape. Every skill, defined: the glossary.
How many jobs ask for MLOps?
MLOps unlocks 5 occupations on this board, with 1,125 live roles across them right now. The largest is Data Scientist (458 open).
Skills are extracted from posting text by the nightly scrape and mapped to occupations through the same lexicon the career instrument uses. A skill page exists only while enough live roles are reachable through it; counts are inventory, never padding.