What Senior ML / AI Jobs Ask For
Across 1,860 open Senior ML / AI postings that list skills, the ones mentioned most often are machine-learning, ai, python.
Updated October 28, 2026
1,866 open Senior ML / AI postings. The percentages below are measured over the 1,860 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| machine-learning | 95% |
| ai | 85% |
| python | 77% |
| pytorch | 50% |
| cloud | 50% |
| llm | 47% |
| aws | 37% |
| deep-learning | 34% |
| tensorflow | 30% |
| mlops | 28% |
| agentic-ai | 27% |
| data-science | 26% |
| generative-ai | 25% |
| api | 24% |
| gcp | 23% |
| ci-cd | 22% |
| azure | 22% |
| nlp | 22% |
| scikit-learn | 20% |
| sql | 20% |
| fine-tuning | 19% |
| kubernetes | 19% |
| rag | 19% |
| analytics | 19% |
| cpp | 17% |
| statistics | 17% |
| observability | 16% |
| computer-vision | 16% |
| data-pipelines | 16% |
| docker | 16% |
| gpu | 15% |
| spark | 15% |
| automation | 14% |
| reinforcement-learning | 14% |
| transformers | 13% |
| pandas | 13% |
| data-engineering | 12% |
| databricks | 12% |
| numpy | 12% |
| neural-networks | 12% |
"Mentioned in" counts postings that name the skill anywhere — including as a nice-to-have — so treat it as the ceiling, not the bar.
Browse 1,866 open Senior ML / AI jobs →
Across all ML / AI levels
Most ML / AI postings never state a level. This wider list covers them too.
- machine-learning 6,406
- ai 6,028
- python 4,764
- pytorch 3,052
- cloud 2,950
- llm 2,891
- aws 2,065
- deep-learning 2,019
- tensorflow 1,981
- data-science 1,790
- agentic-ai 1,618
- generative-ai 1,444