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.
44 AI roles tagged rag.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Expedia | Senior Machine Learning Scientist - Agentic Experience | Hospitality | 9 | Agent orchestration · Tool use · Evals · LLM observability |
| Expedia | Machine Learning Scientist III - Agentic Experience | Hospitality | 9 | Agent orchestration · Tool use · Evals · LLM observability |
| Booking | Senior Machine Learning Scientist | Hospitality | 9 | Agent orchestration · Agent research · LLM observability · Evals · Tool use |
| Expedia | Senior Machine Learning Engineer (Gen AI & Multi-Agentic Systems) | Hospitality | 9 | Agent orchestration · Vector DB · Fine-tuning · RL post-training · Inference infra · Model serving · Multimodal · Vision · Audio & speech · Code gen · Evals · Guardrails · LLM observability |
| Expedia | Director, Machine Learning Science - Content AI | Hospitality | 9 | Agent orchestration · LLM observability · Fine-tuning · Model serving · Recommender systems · Vision · Multimodal · Agent research |
| Expedia | Machine Learning Engineer III (Gen AI & Multi-Agentic Systems) | Hospitality | 9 | Agent orchestration · Fine-tuning · Vector DB · Multimodal · Inference infra · Model serving · LLM observability · Evals · Guardrails · RL post-training · Code gen |
| Expedia | Principal Software Development Engineer - Business to Agent | Hospitality | 8 | Agent orchestration · Tool use · LLM observability · Agent research · Model serving |
| Expedia | Senior Software Development Engineer - Agentic Search | Hospitality | 8 | Agent orchestration · LLM observability · Tool use · Agent research · Model serving |
| Expedia | Software Development Engineer III - AI Engineer | Hospitality | 8 | Agent orchestration · Agent research · LLM observability · Vector DB · Fine-tuning · Inference infra · Model serving |
| Expedia | Senior Machine Learning Scientist - Personalization | Hospitality | 8 | Recommender systems · Search & ranking |
| Expedia | Principal Software Development Engineer - Gen AI | Hospitality | 8 | Agent orchestration · Tool use · Evals · Guardrails · LLM observability · Vector DB · Fine-tuning · Model serving |
| Expedia | Senior Machine Learning Engineer | Hospitality | 8 | Model serving · Inference infra · Agent orchestration · LLM observability · Guardrails |
| Expedia | Senior Software Development Engineer (GenAI, Agentic AI) | Hospitality | 8 | Agent orchestration · Tool use · Vector DB · Fine-tuning · Inference infra · Model serving · LLM observability · Guardrails |
| Expedia | Senior Machine Learning Scientist | Hospitality | 8 | Agent orchestration · Tool use · Evals · Fine-tuning · Model serving · Recommender systems |
| Booking | Senior Machine Learning Scientist I | Hospitality | 8 | Agent orchestration · LLM observability · Evals · Fine-tuning · Model serving |
| Expedia | Senior Data Scientist, Analytics | Hospitality | 7 | Evals · Model serving |
| Expedia | Senior Software Development Engineer - Agentic AI Experience | Hospitality | 7 | Agent orchestration · Multimodal · Evals · Guardrails · LLM observability · Model serving |
| Expedia | Data Scientist II - Marketing Automation Performance Analytics | Hospitality | 7 | Agent orchestration · LLM observability · Recommender systems · Search & ranking |
| Expedia | Senior Manager, Software Development Engineering | Hospitality | 7 | Agent orchestration · Agent research · Model serving · LLM observability · Guardrails |
| Expedia | Machine Learning Scientist III, Personalization | Hospitality | 7 | Recommender systems · Search & ranking · Fine-tuning · Model serving · LLM observability |
| Expedia | Senior Machine Learning Scientist, Personalization | Hospitality | 7 | Recommender systems · Search & ranking |
| Expedia | Software Development Engineer II | Hospitality | 7 | Agent orchestration · Tool use · LLM observability · Model serving |
| Expedia | Principal Product Manager - Agentic Search | Hospitality | 7 | Agent orchestration · Agent research · Vector DB · LLM observability |
| Expedia | Principal Product Manager - Answer Engine Optimization (AEO) | Hospitality | 7 | Agent orchestration · LLM observability · Model serving · Search & ranking |
| Expedia | Machine Learning Scientist II | Hospitality | 7 | Agent orchestration · Fine-tuning · Model serving · Recommender systems · Search & ranking |
| Expedia | Data Engineer III, RAG and Gen AI | Hospitality | 7 | Vector DB · Agent orchestration · LLM observability |
| Expedia | Director of Product, AI Builder Experiences | Hospitality | 7 | Agent orchestration · Tool use · LLM observability · Evals |
| Expedia | Principal Software Development Engineer - Loyalty | Hospitality | 7 | Agent orchestration · Tool use · LLM observability · Vector DB · Model serving · Recommender systems |
| Expedia | Software Development Engineer II ( AI) | Hospitality | 7 | Agent orchestration · Fine-tuning · Model serving · LLM observability |
| Expedia | Software Development Engineer III (AI) | Hospitality | 7 | Agent orchestration · LLM observability · Model serving · Fine-tuning |