What Senior ML / AI Jobs Ask For
Across 560 open Senior ML / AI postings that list skills, the ones mentioned most often are machine-learning, ai, python.
Updated November 1, 2026
562 open Senior ML / AI postings. The percentages below are measured over the 560 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| machine-learning | 94% |
| ai | 86% |
| python | 79% |
| cloud | 48% |
| pytorch | 47% |
| llm | 44% |
| aws | 43% |
| tensorflow | 34% |
| deep-learning | 31% |
| mlops | 31% |
| gcp | 30% |
| ci-cd | 27% |
| agentic-ai | 26% |
| azure | 25% |
| data-science | 25% |
| api | 24% |
| generative-ai | 24% |
| sql | 23% |
| mlflow | 21% |
| nlp | 21% |
| computer-vision | 19% |
| kubernetes | 19% |
| docker | 18% |
| cpp | 18% |
| observability | 18% |
| scikit-learn | 18% |
| rag | 18% |
| data-pipelines | 16% |
| model-deployment | 16% |
| analytics | 15% |
| spark | 14% |
| statistics | 14% |
| automation | 13% |
| model-evaluation | 13% |
| sagemaker | 12% |
| fine-tuning | 12% |
| langchain | 12% |
| pandas | 12% |
| huggingface | 10% |
| reinforcement-learning | 9% |
"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 562 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 1,429
- ai 1,317
- python 1,158
- llm 684
- cloud 672
- pytorch 654
- aws 500
- deep-learning 409
- gcp 400
- tensorflow 399
- api 391
- agentic-ai 386