What Staff ML / AI Jobs Ask For
Across 109 open Staff ML / AI postings that list skills, the ones mentioned most often are machine-learning, ai, python.
Updated October 27, 2026
109 open Staff ML / AI postings. The percentages below are measured over the 109 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| machine-learning | 97% |
| ai | 86% |
| python | 66% |
| llm | 50% |
| pytorch | 46% |
| cloud | 39% |
| tensorflow | 33% |
| deep-learning | 32% |
| agentic-ai | 27% |
| generative-ai | 26% |
| kubernetes | 26% |
| automation | 25% |
| fine-tuning | 24% |
| data-pipelines | 22% |
| nlp | 20% |
| observability | 20% |
| cpp | 18% |
| api | 17% |
| aws | 17% |
| data-science | 17% |
| distributed-systems | 17% |
| gpu | 17% |
| computer-vision | 17% |
| mlops | 17% |
| spark | 17% |
| ci-cd | 15% |
| gcp | 14% |
| embeddings | 13% |
| kafka | 13% |
| airflow | 12% |
| neural-networks | 12% |
| transformers | 12% |
| feature-engineering | 11% |
| rag | 11% |
| statistics | 11% |
| java | 10% |
| model-evaluation | 10% |
| sql | 10% |
| data-engineering | 9% |
| infrastructure-as-code | 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 109 open Staff ML / AI jobs →
Across all ML / AI levels
Most ML / AI postings never state a level. This wider list covers them too.
- machine-learning 698
- ai 655
- python 587
- pytorch 436
- llm 381
- cloud 279
- tensorflow 253
- deep-learning 245
- agentic-ai 228
- cpp 185
- aws 176
- rag 146