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 (84%), 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, 1,963 active AI roles across 200 companies in our index reference RAG. Hiring concentrates at the agents (84%) and application (5%) stages. Most common sectors: Enterprise, Big Tech, Banking.

Top hiring:

Function

All Engineering · 2660 Product · 297 Research · 87

Status

All Active only

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FilteredsectorHealthcare×

18 AI roles tagged rag.

Company	Title	Sector	AI score	Other tags
GE Healthcare	Senior Staff AI Scientist	Healthcare	9	Agent orchestration · Fine-tuning · Multimodal · Interpretability · Evals
GE Healthcare	Staff AI Scientist	Healthcare	9	Agent orchestration · Fine-tuning · Model serving · Multimodal · Evals · Guardrails
GE Healthcare	Staff AI Scienitist	Healthcare	9	Agent orchestration · Tool use · Fine-tuning · LLM observability · Guardrails · Evals · Multimodal · Agent research · Frontier research · Model serving
GE Healthcare	Staff AI Scientist	Healthcare	9	Agent orchestration · Tool use · Evals · Guardrails · LLM observability · Fine-tuning · Model serving · Agent research · Multimodal
GE Healthcare	Principal AI Architect	Healthcare	8	Model serving · Inference infra · Vector DB · Fine-tuning · Agent orchestration · LLM observability
CVS Health	Senior Manager- Software Development Engineering-AI	Healthcare	8	Agent orchestration · Evals · Model serving · Guardrails
GE Healthcare	Senior AI Engineer, Enterprise AI	Healthcare	8	Agent orchestration · LLM observability · Guardrails · Fine-tuning · Model serving
CVS Health	Principal Devleopment Engineer	Healthcare	8	Agent orchestration · LLM observability · Model serving · Evals · Guardrails
GE Healthcare	Principal AI Architect	Healthcare	8	Fine-tuning · Model serving
CVS Health	Principal Application Security Engineer – AI & Agentic Systems	Healthcare	7	Agent orchestration · Guardrails · LLM observability · Vector DB · Fine-tuning · Model serving · Agent research
CVS Health	Senior Machine Learning Engineer - Generative AI & Full-Stack Applications	Healthcare	7	Evals · Guardrails · LLM observability · Model serving · Agent orchestration
GE Healthcare	Software Engineer - AI Automation	Healthcare	7	Agent orchestration · LLM observability · Fine-tuning · Evals
GE Healthcare	Stagiaire ingénieur(e) de recherche & développement (H/F) - Modèle génératif agentique : Assistant virtuel d'intégration	Healthcare	7	Agent orchestration · LLM observability
GE Healthcare	Senior AI Engineer – Intelligent Automation	Healthcare	7	Agent orchestration · Tool use · Evals · Guardrails · Model serving · LLM observability
GE Healthcare	Stagiaire ingénieur(e) - Révolutionner le "Design-to-Code" : Automatisation et Agents AI dans un contexte médical critique (H/F)	Healthcare	7	Agent orchestration · Code gen · Vector DB · Fine-tuning
GE Healthcare	Staff Cloud and AI Integration Engineer	Healthcare	5	Agent orchestration · LLM observability · Guardrails · Model serving
CVS Health	Senior Software Development Engineer	Healthcare	5	Agent orchestration · LLM observability
GE Healthcare	Senior Cloud and AI Integration engineer	Healthcare	5	Agent orchestration · LLM observability · Guardrails · Model serving

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?
1,963 active AI roles across 200 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 (84%), application (5%).
What sectors invest most in RAG?
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.