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, 2,041 active AI roles across 203 companies in our index reference RAG. Hiring concentrates at the agents (85%) and application (5%) stages. Most common sectors: Enterprise, Big Tech, Banking.
3440 AI roles tagged rag.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Practice Customer Engineer II, Cloud AI, Manufacturing and Conglomerate | Big Tech | 7 | Agent orchestration · LLM observability | |
| Salesloft | Principal Software Engineer, AI | Enterprise | 7 | Agent orchestration · Vector DB |
| Microsoft | Product Manager, AI | Big Tech | 7 | Agent orchestration · LLM observability · Model serving |
| Honeycomb | Senior Software Engineer - AI Intelligence | Enterprise | 7 | Agent orchestration · LLM observability · Model serving · Evals |
| Practice Customer Engineer, Artificial Intelligence, Google Cloud | Big Tech | 7 | Agent orchestration · Search & ranking · LLM observability | |
| Intercom | Principal Demo Engineer | Enterprise | 7 | Agent orchestration · Tool use |
| ABBYY | Senior Product Manager, AI | Enterprise | 7 | Multimodal · Vision |
| ABBYY | Senior Product Manager, AI | Enterprise | 7 | Multimodal · Vision · LLM observability |
| Senior Technical Solutions Consultant | Big Tech | 7 | Agent orchestration · Agent research · Tool use · Inference infra · Model serving | |
| Microsoft | Senior Software Engineer | Big Tech | 7 | LLM observability · Model serving |
| Johnson & Johnson | Associate Director, Product Management | Pharma | 7 | Agent orchestration |
| Comcast | Engineer 3 - Machine Learning | Media | 7 | Agent orchestration · Tool use · LLM observability · Model serving · Inference infra |
| Visa | Data Engineer - Senior Consultant level | Fintech | 7 | Agent orchestration · Vector DB · LLM observability · Evals |
| Visa | Senior Software Engineer – Product Reliability Engineering (Middleware) | Fintech | 7 | Agent orchestration · LLM observability · Inference infra · Model serving |
| Autodesk | Principal Software Engineer | Enterprise | 7 | Agent orchestration · LLM observability · Model serving |
| MetLife | Senior AI Scientist | Insurance | 7 | LLM observability · Fine-tuning · Model serving |
| Weaviate | Applied Research Intern | Data AI | 7 | Vector DB · Recommender systems · Inference infra · Model serving · Fine-tuning |
| DoorDash | Manager, Data & Analytics, In-Store | Consumer | 7 | Agent orchestration · LLM observability · Fine-tuning · Model serving |
| State Farm | Lead Software Engineer | Insurance | 7 | Agent orchestration · LLM observability |
| JPMorgan Chase | Lead Software Engineer - Fullstack Lead | Banking | 7 | Agent orchestration · Tool use · LLM observability |
| Datadog | Senior Product Manager - Search | Enterprise | 7 | Agent orchestration · Agent research · Recommender systems · Search & ranking · LLM observability |
| Instacart | Senior Software Engineer, AI Productivity | Consumer | 7 | Agent orchestration · Vector DB · Fine-tuning · Model serving · LLM observability |
| Oracle | Senior Principal Software Developer - IC5 | Enterprise | 7 | Agent orchestration · Tool use · Evals · LLM observability |
| Senior Staff Software Engineer, AI Innovation | Big Tech | 7 | Agent orchestration · Tool use · LLM observability · Vector DB · Fine-tuning · Model serving | |
| Celonis | Associate Applied AI Engineer (Benelux) - Orbit Program | Data AI | 7 | Agent orchestration · LLM observability · Vector DB · Fine-tuning · Model serving |
| Robinhood | Senior Penetration Tester | Fintech | 7 | Agent orchestration · Tool use · Evals · Guardrails · LLM observability · Vector DB |
| JPMorgan Chase | Analytics Solution - Associate | Banking | 7 | LLM observability · Vector DB · Fine-tuning · Model serving · Recommender systems · Search & ranking |
| AI Adoption Customer Engineer, Google Cloud | Big Tech | 7 | Agent orchestration · Multi-agent | |
| Boeing | Senior Artificial Intelligence (AI) Solutions Architect | Aerospace | 7 | Agent orchestration · Agent research · Model serving · Inference infra · Vector DB · LLM observability |
| Boeing | Artificial Intelligence (AI) Platform Developer (Mid-Level or Senior) | Aerospace | 7 | Agent orchestration · Vector DB · Model serving · Inference infra · LLM observability |
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.
2,041 active AI roles across 203 companies in our index reference RAG as of today.
The companies with the most active RAG listings are: Amazon (167 roles), JPMorgan Chase (145 roles), Adobe (78 roles), Google (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 (5%).
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.