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.

← 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, 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
JPMorgan Chase	Software Engineer I	Banking	5	LLM observability · Fine-tuning · Model serving
JPMorgan Chase	Principal Software Engineer	Banking	5
Microsoft	Software Engineer II - CoreAI	Big Tech	5	Inference infra · Model serving · LLM observability
Microsoft	Senior Software Engineer - CoreAI	Big Tech	5	LLM observability · Model serving · Inference infra
Johnson & Johnson	Knowledge Graph Engineer, R&D Data Science & Digital Health - Data Strategy and Products	Pharma	5
Celonis	Lead Value Engineer - Financial Services	Data AI	5	Agent orchestration · LLM observability · Vector DB · Evals · Guardrails
Databricks	Sr. Resident Solutions Architect	Data AI	5	LLM observability · Model serving
BCG	Inverto \| Senior Consultant, Digital, Data & AI	Consulting	5	Agent orchestration · LLM observability
Disney	Lead Product Manager - AI Assistant	Media	5	Agent orchestration · Vector DB
Adobe	React/Full Stack UI Engineer	Enterprise	5	Agent orchestration · Vector DB
Autodesk	Software Engineering Manager, Agentic Acceleration /AI Search	Enterprise	5	Agent orchestration · Vector DB · Search & ranking · LLM observability
Visa	Senior Associate, Solutions Designer	Fintech	5	Agent orchestration · Tool use · LLM observability · Vector DB · Inference infra · Model serving
Expedia	Principal Product Manager, Data Platform	Hospitality	5	Semantic search
Mastercard	Principal Software Engineer	Fintech	5	Model serving · Inference infra · Guardrails
Apple	Conversational System Manager	Big Tech	5	Agent orchestration · Agent research
ServiceNow	Staff Machine Learning Engineer	Enterprise	5	Model serving · Inference infra · LLM observability · Agent orchestration
Gong	Senior Analyst, Analytics Engineering	Enterprise	5	Agent orchestration · Vector DB
Gusto	Principal Product Manager, Reporting	Fintech	5
Pfizer	AI Data Engineer--Computational Toxicology (Senior Associate)	Pharma	5
GEICO	Senior Software Engineer (Full Stack Java/React) - Commissions Platform - HYBRID	Insurance	5
Pfizer	AI Data Engineer--Computational Toxicology (Senior Associate)	Pharma	5
Workday	Technical Consultant for Workday CLM Evisort	Enterprise	5	Agent orchestration · Vector DB
JPMorgan Chase	Site Reliability Engineer III	Banking	5	Model serving · Inference infra · Vector DB
Adobe	Mgr, Business Process Automation	Enterprise	5	Agent orchestration · LLM observability
Expedia	Principal Product Manager	Hospitality	5	Recommender systems · LLM observability · Guardrails
Allstate	Product Engineer Sr. Java Springboot	Insurance	5	Agent orchestration
Salesforce	Pre-Sales Data and AI Architect - Solution Engineering (United States)	Enterprise	5	Agent orchestration · Vector DB
Visa	Associate Data Scientist, New College Grad - 2026	Fintech	5	LLM observability · Fine-tuning · Model serving · Evals
Expedia	Software Development Engineer III, Advertising Technology	Hospitality	5	Recommender systems · Search & ranking · Model serving · Inference infra · Vector DB
Autodesk	Senior Software Engineer ( Full Stack - React, Java, AWS)	Enterprise	5	Vector DB · Agent orchestration

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.