Retrieval-Augmented Generation: grounding LLM responses by retrieving relevant documents from a vector store or search index before generation, so answers cite real sources instead of hallucinating.
Primary AI lifecycle stage: agents and application.
As of today, 2,014 active AI roles across 196 companies in our index reference RAG. Hiring concentrates at the agents (85%) and application (4%) stages. Most common sectors: Enterprise, Big Tech, Banking. New postings fell 21% in the last 30 days versus the prior 30 (1105 → 874).
Retrieval-Augmented Generation: grounding LLM responses by retrieving relevant documents from a vector store or search index before generation, so answers cite real sources instead of hallucinating. Primary AI lifecycle stage: agents and application.
2,014 active AI roles across 196 companies in our index reference RAG as of today. New postings fell 21% in the last 30 days versus the prior 30 (1105 → 874).
The companies with the most active RAG listings are: Amazon (164 roles), JPMorgan Chase (144 roles), Google (77 roles), Adobe (73 roles), Capital One (69 roles).
RAG primarily belongs to the agents and application stages of the AI lifecycle. In current hiring, RAG roles concentrate at: agents (85%), application (4%).
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.
6 AI roles tagged rag.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Anduril | Senior Machine Learning/MLOps Engineer | Defense | 8 | Model serving · Inference infra · Vector DB · LLM observability · Vision |
| Anduril | Senior Software Engineer, Agentic Platform | Defense | 7 | Agent orchestration · Tool use · Vector DB · LLM observability |
| Anduril | Full Stack Software Engineer | Defense | 7 | Agent orchestration · Multi-agent · Vector DB |
| Skydio | GTM Engineer, Post-Sales | Defense | 5 | Agent orchestration · Vector DB · LLM observability |
| Skydio | Success Systems Specialist | Defense | 5 | Agent orchestration · Vector DB · LLM observability · Model serving |
| Skydio | GTM Data Engineer Intern | Defense | 5 | Agent orchestration · Vector DB · Model serving |