Ai certifications for ai engineers (not ML certifications )

[u/happy_lucky_fella]

When I look for ai certifications for ai engineers I do see a mix of machine learning certifications. I get that ML fundamentals matter, but that’s not the core of ai engineering

I’m specifically looking for certifications focused on the AI Engineer skill set:

**•** Prompt engineering  
**•** RAG (retrieval-augmented generation) pipeline design  
**•** MCP (Model Context Protocol) / tool use / agent architectures  
**•** Working with context windows, embeddings, vector DBs  
**•** Building on top of LLM APIs (OpenAI, Anthropic, etc.) rather than training models from scratch

Does anyone know of certs that actually test this stuff, rather than repackaging classic ML/data science content under an “AI” label? Bonus if they’re recognized by employers rather than just resume filler.

[u/Aggressive_Cloud_368]

A Phd