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
Box	Senior Product Manager, AI Agent Orchestration	Enterprise	8	Agent orchestration · LLM observability · Tool use · Agent research
Cyera	Data Scientist	Vertical AI	8	LLM observability · Fine-tuning · Evals
UiPath	Principal Software Engineer	Enterprise	8	Agent orchestration · Agent research · Tool use · Evals · LLM observability · Vector DB · Fine-tuning · Model serving
JPMorgan Chase	Asset Management - AI Algorithm Engineer - Associate/VP	Banking	8	Agent orchestration · Fine-tuning · Model serving · LLM observability
Snowflake	AI Engineer - Database Engineering	Data AI	8	Agent orchestration · Tool use · Evals · Guardrails · LLM observability
DocuSign	AI Engineer	Enterprise	8	Agent orchestration · Fine-tuning · LLM observability
DocuSign	AI Engineer	Enterprise	8	Agent orchestration · Fine-tuning · LLM observability
Amazon	Principal Solutions Architect, AI-Driven Guidance, Well-Architected Solutions Innovation	Big Tech	8	Agent orchestration · Fine-tuning · Model serving · Guardrails · LLM observability
Amazon	Principal Security Solutions Architect, AI-Driven Guidance, Well-Architected Solutions Innovation	Big Tech	8	Agent orchestration · Guardrails · Fine-tuning · Model serving
Expedia	Principal Software Development Engineer - Business to Agent	Hospitality	8	Agent orchestration · Tool use · LLM observability · Agent research · Model serving
Capital One	Senior Associate, Data Scientist - NLP	Banking	8	Fine-tuning · Model serving · Vector DB
NVIDIA	Senior Software Engineer, Generative AI Systems	Semiconductors	8	Agent orchestration · Evals · Inference infra · Model serving · LLM observability
Deloitte	Senior Consultant - GenAI Full Stack Developer	Consulting	8	Agent orchestration · LLM observability · Fine-tuning · Model serving · Guardrails · Vector DB
Salesforce	Partner Technical Architect - Agentforce	Enterprise	8	Agent orchestration · Tool use · Guardrails · LLM observability · Evals
Deloitte	Manager - GenAI Full Stack Developer	Consulting	8	Agent orchestration · Tool use · Vector DB · Fine-tuning · Model serving · LLM observability
Google	Senior Forward Deployed Developer, Generative AI, Google Cloud	Big Tech	8	Agent orchestration · Vector DB · LLM observability · Model serving · Evals
Amazon	Software Development Engineer, Sponsored Products and Brands	Big Tech	8	Agent orchestration · Tool use · Evals · Fine-tuning · Inference infra · Model serving · LLM observability
Amazon	Principal AI Compute SA, AGS Namer Tech	Big Tech	8	Agent orchestration · Vector DB · Fine-tuning · Model serving
Eli Lilly	Agentic AI Sr. Engineer	Pharma	8	Agent orchestration · LLM observability · Tool use
Capital One	Principal Associate, Data Scientist - LLM Customization Team	Banking	8	Fine-tuning · LLM observability · Vector DB
Walmart	Principal, Data Scientist	Retail	8	Agent orchestration · Vector DB · LLM observability · Model serving
Walmart	Principal, Data Scientist	Retail	8	Agent orchestration · LLM observability · Vector DB
Verizon	Senior Data Scientist	Telecom	8	Agent orchestration · Vector DB · Fine-tuning · Model serving
Verizon	Principal Data Scientist	Telecom	8	Agent orchestration · LLM observability · Fine-tuning · Model serving · Recommender systems · Search & ranking
Snap	Staff Machine Learning Engineer, Search Ranking	Consumer	8	Recommender systems · Search & ranking · Model serving · LLM observability
Google	Forward Deployed Engineer III, Generative AI, Google Cloud (English, Spanish)	Big Tech	8	Agent orchestration · Vector DB · Model serving · LLM observability · Evals
Google	Forward Deployed Engineer I, Applied AI, Google Cloud	Big Tech	8	Agent orchestration · Tool use · Evals · LLM observability · Model serving
Google	Forward Deployed Engineer IV, Applied AI, Google Cloud	Big Tech	8	Agent orchestration · Tool use · Evals · LLM observability · Model serving
JPMorgan Chase	Data Scientist Associate	Banking	8	Agent orchestration · LLM observability · Fine-tuning · Model serving
Microsoft	Principal Consultant, AI Business Solutions	Big Tech	8	Agent orchestration · Tool use · Evals · Guardrails · LLM observability · Multimodal

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.