Which companies are hiring for RAG roles?

The companies with the most active RAG listings are: JPMorgan Chase (149 roles), Amazon (147 roles), Adobe (76 roles), Google (67 roles), Walmart (64 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 (5%).

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, 1,958 active AI roles across 201 companies in our index reference RAG. Hiring concentrates at the agents (85%) and application (5%) stages. Most common sectors: Enterprise, Big Tech, Banking.

Top hiring:

Function

All Engineering · 2697 Product · 301 Research · 87

Status

All Active only

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AI score Recently posted Company A–Z

3085 AI roles tagged rag.

Company	Title	Sector	AI score	Other tags
RTX	Associate Director, Solutions Architect - Data, Analytics & AI/ML Platforms (Remote)	Aerospace	5	Model serving · Vector DB
Deloitte	Cyber AI Governance and Privacy Senior Consultant	Consulting	5	Agent orchestration · Guardrails · LLM observability · Tool use · Evals
Bank of America	Feature Lead - GenAI Team	Banking	5	Agent orchestration · LLM observability
Johnson & Johnson	Principal Data Scientist - Oncology	Pharma	5
Johnson & Johnson	Lead-Data Automation and Excellence	Pharma	5	LLM observability · Vector DB · Fine-tuning · Model serving
Merck	Associate AI Engineer	Pharma	5	Model serving · Fine-tuning · LLM observability
Island	Deployment Specialist	Enterprise	5	Agent orchestration
DocuSign	Software Engineer, Sales	Enterprise	5	Agent orchestration · Fine-tuning · Model serving
Abridge	AI Enablement Program Manager

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?
1,958 active AI roles across 201 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: JPMorgan Chase (149 roles), Amazon (147 roles), Adobe (76 roles), Google (67 roles), Walmart (64 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 (5%).
What sectors invest most in RAG?
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.