How many AI roles reference RAG right now?

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).

Which companies are hiring for RAG roles?

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).

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.

← Tag co-occurrence network

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, 2,014 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).

Top hiring:

46 AI roles tagged rag.

Company	Title	Sector	AI score	Other tags
Disney	Lead Machine Learning Engineer	Media	9	Agent orchestration · Agent research · Multimodal · LLM observability · Evals · Guardrails · Model serving · Inference infra
Disney	Lead Product Manager, AI Platform	Media	8	Agent orchestration · Evals · LLM observability · Model serving
Disney	Manager - Applied AI	Media	8	Agent orchestration · Tool use · Evals · LLM observability · Model serving
Comcast	Senior Manager - Agentic AI	Media	8	Agent orchestration · Agent research · LLM observability · Tool use
Disney	Sr Software Engineer	Media	8	Agent orchestration · Tool use · LLM observability · Fine-tuning · Inference infra · Model serving
Disney	Staff GenAI/ML Engineer (Emerging Tech & AI Automation) Project Hire	Media	8	Agent orchestration · Fine-tuning · Model serving · Vector DB · LLM observability · Evals
Comcast	Software Engineer - Agentic AI	Media	8	Agent orchestration · Tool use · Evals · LLM observability · Agent research
Disney	Sr Data Scientist	Media	8	Multimodal · Fine-tuning · Inference infra · Model serving · Evals · Vector DB

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?
2,014 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).
Which companies are hiring for RAG roles?
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).
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.