Technology skill
Machine Learning jobs
Building systems that learn patterns from data rather than following hand-written rules. The engine behind modern AI products, concentrated in data and ML-engineering roles. Below: the 8 occupations it unlocks on this board, live counts included, and the skills that show up beside it in real postings.
What Machine Learning 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 Engineer | 600 | salary |
| Research Scientist | 508 | salary |
| Data Scientist | 458 | salary |
| AI Engineer | 348 | salary |
| Machine Learning Engineer | 274 | salary |
| MLOps Engineer | 27 | salary |
| AI Product Manager | 20 | — |
| Computer Vision Engineer | 18 | salary |
Named beside it
Co-occurrence measured over 28,628 postings: how often each skill appears in the same posting as Machine Learning.
- Deep Learningtogether in 143
- Pandas/NumPytogether in 48
- Angulartogether in 28
- Statisticstogether in 116
- Computer Visiontogether in 25
- NLPtogether in 372
Quick answers
What is Machine Learning?
Building systems that learn patterns from data rather than following hand-written rules. The engine behind modern AI products, concentrated in data and ML-engineering roles. 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 Machine Learning?
Machine Learning unlocks 8 occupations on this board, with 2,253 live roles across them right now. The largest is Data Engineer (600 open).
What skills pair with Machine Learning?
Measured over 28,628 postings, the skills most often named beside Machine Learning are Deep Learning (together in 143), Pandas/NumPy (together in 48), Angular (together in 28).
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.