Which companies are hiring for RAG roles?

The companies with the most active RAG listings are: Amazon (167 roles), JPMorgan Chase (145 roles), Adobe (78 roles), Google (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 (5%).

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, 2,041 active AI roles across 203 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 · 3013 Product · 333 Research · 94

Status

All Active only

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AI score Recently posted Company A–Z

3440 AI roles tagged rag.

Company	Title	Sector	AI score	Other tags
NVIDIA	Solutions Architect, OEM AI	Semiconductors	7	Agent orchestration
NVIDIA	Senior Data Scientist, Voice of the Customer - GeForce NOW	Semiconductors	7	Vector DB
Capital One	Lead Software Engineer	Banking	7	Model serving · Inference infra · Guardrails · Vector DB
Adobe	2026 AI/ML Intern - Machine Learning Engineer	Enterprise	7	Agent orchestration · Agent research · Recommender systems · Multimodal
Expedia	Data Engineer III, RAG and Gen AI	Hospitality	7	Vector DB · Agent orchestration · LLM observability
Pfizer	Applied AI Workflow Scientist, Sr. Manager	Pharma	7	Agent orchestration · Tool use · LLM observability · Guardrails
Boeing	Associate Support Engineering Data Specialist	Aerospace	7	Fine-tuning · Semantic search · LLM observability
T-Mobile	Sr Software Engineer, Agentic AI	Telecom	7	Agent orchestration · Agent research · LLM observability · Model serving
Verizon	AI Product Manager	Telecom	7	Agent orchestration · Guardrails · LLM observability · Fine-tuning · Model serving
Eli Lilly	Applied Bioinformatics Engineer, Pipelines & AI	Pharma	7	Agent orchestration · Tool use · LLM observability
Pfizer	(Sr)Manager, Data & AI Engineer	Pharma	7	Agent orchestration · LLM observability · Model serving · Inference infra
Visa	Data Scientist - Sr. Consultant Level	Fintech	7	LLM observability · Vector DB · Fine-tuning · Model serving · Recommender systems · Agent orchestration
Visa	Staff Data Engineer (Bigdata + Visualization Tools)	Fintech	7	Agent orchestration · Vector DB · LLM observability
Visa	Sr. Data Engineer (Bigdata + Python, SQL, and PySpark)	Fintech	7	Agent orchestration · Tool use · Vector DB · LLM observability
Pfizer	Applied AI Workflow Scientist, Sr. Manager	Pharma	7	Agent orchestration · LLM observability · Guardrails
Premera Blue Cross	AI Engineer III	Insurance	7	Model serving · Inference infra · Guardrails · LLM observability
ServiceTitan	Lead Data Scientist	Enterprise	7	Agent orchestration · Forecasting
Visa	Software Engineer Sr. Consultant , Fullstack/GenAI Engineering	Fintech	7	Agent orchestration · Vector DB · LLM observability · Guardrails
Oracle	Principal Software Developer	Enterprise	7	Agent orchestration · LLM observability · Model serving
Superhuman	GTM AI Engineer	Consumer	7	Agent orchestration · Tool use
Oracle	Principal AI Expert Software Engineer – Healthcare Analytics IC4	Enterprise	7	Agent orchestration · LLM observability · Fine-tuning · Inference infra · Model serving
Writer	AI deployment engineer (East)	AI Frontier	7	Agent orchestration · LLM observability · Tool use
The Trade Desk	Sr AI Enterprise Engineer	Media	7	Agent orchestration · Vector DB · LLM observability · Guardrails
The Trade Desk	Sr AI Enablement Engineer	Media	7	Agent orchestration · Vector DB · LLM observability · Guardrails
The Trade Desk	Sr AI Solutions Architect	Media	7	Agent orchestration · Vector DB · LLM observability · Guardrails
ServiceNow	Advisory Solution Consultant - AI Foundry	Enterprise	7	Agent orchestration
JPMorgan Chase	Lead Software Engineer - Agentic	Banking	7	Agent orchestration · Tool use · Evals · Guardrails · LLM observability
DocuSign	Lead Information Architect, Enterprise Ontology and AI	Enterprise	7	Agent orchestration
Oracle	AI Expert Principal Software Engineer – Healthcare Analytics- Remote	Enterprise	7	Agent orchestration · LLM observability
Oracle	Principal Software Developer	Enterprise	7	Agent orchestration · LLM observability · 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?
2,041 active AI roles across 203 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 (145 roles), Adobe (78 roles), Google (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 (5%).
What sectors invest most in RAG?
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.