Which companies are hiring for RAG roles?

The companies with the most active RAG listings are: Amazon (167 roles), JPMorgan Chase (146 roles), Google (78 roles), Adobe (73 roles), Capital One (69 roles).

What AI lifecycle stage does RAG belong to?

RAG primarily belongs to the agents and application stages of the AI lifecycle. In current hiring, RAG roles concentrate at: agents (85%), application (4%).

What sectors invest most in RAG?

The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.

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RAG

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, 2,037 active AI roles across 199 companies in our index reference RAG. Hiring concentrates at the agents (85%) and application (4%) stages. Most common sectors: Enterprise, Big Tech, Banking.

Top hiring:

Function

All Engineering · 3068 Product · 342 Research · 94

Status

All Active only

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AI score Recently posted Company A–Z

3504 AI roles tagged rag.

Company	Title	Sector	AI score	Other tags
Amazon	Senior Applied Scientist, Leo Satellite Build Intelligence	Big Tech	8	Agent orchestration · Multimodal · Evals · Model serving
Amazon	Software Development Engineer, Sponsored Products and Brands	Big Tech	8	Agent orchestration · Tool use · Fine-tuning · Inference infra · Model serving · LLM observability · Guardrails · RL post-training · Reward modeling
Intel	GenAI Software Architect	Semiconductors	8	Agent orchestration · Vector DB · Fine-tuning
Workday	Senior/Principal Machine Learning Engineer	Enterprise	8	Agent orchestration · LLM observability · Model serving
Johnson & Johnson	Lead, Technology Product Management - AI, Data & Insights	Pharma	8	Agent orchestration · LLM observability · Fine-tuning · Model serving
Allstate	AI Engineer Lead	Insurance	8	Agent orchestration · LLM observability · Vector DB · Fine-tuning · Model serving · Guardrails · Agent research
JPMorgan Chase	Risk Management - Model Risk Program Associate	Banking	8	Agent orchestration · Vector DB · LLM observability · Evals
Cohere	Forward Deployed Engineer, Agentic Platform (UK/Europe)

Frequently asked questions

What is RAG in AI?
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.
How many AI roles reference RAG right now?
2,037 active AI roles across 199 companies in our index reference RAG as of today.
Which companies are hiring for RAG roles?
The companies with the most active RAG listings are: Amazon (167 roles), JPMorgan Chase (146 roles), Google (78 roles), Adobe (73 roles), Capital One (69 roles).
What AI lifecycle stage does RAG belong to?
RAG primarily belongs to the agents and application stages of the AI lifecycle. In current hiring, RAG roles concentrate at: agents (85%), application (4%).
What sectors invest most in RAG?
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.