What Middle ML / AI Jobs Ask For
Across 77 open Middle ML / AI postings that list skills, the ones mentioned most often are ai, python, llm.
Updated November 1, 2026
78 open Middle ML / AI postings. The percentages below are measured over the 77 of them that list skills at all.
| Skill | Mentioned in |
|---|---|
| ai | 95% |
| python | 92% |
| llm | 78% |
| api | 75% |
| azure | 75% |
| cloud | 56% |
| machine-learning | 55% |
| generative-ai | 51% |
| aws | 49% |
| langchain | 49% |
| rag | 49% |
| agentic-ai | 48% |
| gcp | 48% |
| sql | 48% |
| langgraph | 47% |
| mcp | 47% |
| databricks | 45% |
| computer-vision | 36% |
| deep-learning | 35% |
| pytorch | 35% |
| docker | 31% |
| git | 29% |
| nlp | 27% |
| automation | 26% |
| llamaindex | 26% |
| microservices | 26% |
| vector-databases | 26% |
| oop | 25% |
| prototyping | 25% |
| huggingface | 23% |
| numpy | 23% |
| openai | 23% |
| prompt-engineering | 23% |
| fastapi | 22% |
| pre-sales | 22% |
| vertex-ai | 22% |
| transformers | 9% |
| anomaly-detection | 8% |
| ci-cd | 8% |
| cpp | 8% |
"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 78 open Middle 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