What Lead ML / AI Jobs Ask For
Across 66 open Lead ML / AI postings that list skills, the ones mentioned most often are machine-learning, ai, python.
Updated November 1, 2026
66 open Lead ML / AI postings. The percentages below are measured over the 66 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| machine-learning | 98% |
| ai | 82% |
| python | 73% |
| pytorch | 39% |
| data-pipelines | 30% |
| fine-tuning | 30% |
| mlops | 30% |
| cloud | 29% |
| llm | 24% |
| cpp | 23% |
| jax | 20% |
| aws | 18% |
| data-science | 18% |
| generative-ai | 18% |
| model-evaluation | 18% |
| sql | 18% |
| azure | 17% |
| ci-cd | 17% |
| gcp | 17% |
| analytics | 15% |
| api | 15% |
| deep-learning | 15% |
| kubernetes | 15% |
| microservices | 15% |
| tensorflow | 15% |
| agentic-ai | 14% |
| computer-vision | 14% |
| rag | 14% |
| agile | 12% |
| feature-engineering | 12% |
| tensorrt | 12% |
| automation | 11% |
| data-engineering | 11% |
| data-quality | 11% |
| docker | 11% |
| fintech | 11% |
| onnx | 11% |
| cloud-native | 9% |
| distributed-systems | 9% |
| embeddings | 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 66 open Lead 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