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 · 2697 Product · 301 Research · 87

Status

All Active only

Sort

AI score Recently posted Company A–Z

3440 AI roles tagged rag.

Company	Title	Sector	AI score	Other tags
JPMorgan Chase	Sr Lead Software Engineer: Customer Trust Assessment Platform	Banking	7	Agent orchestration
JPMorgan Chase	Product Manager Data and AI	Banking	7	Agent orchestration
ServiceNow	Advisory Presales Solution Consultant - Platform, Data & AI	Enterprise	7	Agent orchestration · Vector DB · LLM observability
Google	Senior Software Engineer, AI/ML, Google Public Sector	Big Tech	7	Agent orchestration · Inference infra · Model serving · Audio & speech
Microsoft	Techno Functional Consultant - ABS	Big Tech	7	Agent orchestration · Agent research · Tool use · LLM observability · Fine-tuning · Model serving
Amazon	Sr. Product Manager - Technical (External Services), AWS Startups, AWS Startups	Big Tech	7	Agent orchestration · LLM observability
Amazon	Software Development Engineer, AGI - Web information retrieval	Big Tech	7	Vector DB · Agent orchestration · Model serving · Inference infra · Search & ranking · Multimodal
Walmart	Principal, Software Engineer	Retail	7	Agent orchestration · LLM observability
Visa	Chief Software Engineer	Fintech	7	Agent orchestration · Tool use · Vector DB · Fine-tuning · Inference infra · Model serving
Visa	Sr. Director - Software Engineering (18+ years' exp, Java, AWS, AEM, GenAI)	Fintech	7	Agent orchestration · Vector DB · LLM observability · Inference infra · Model serving
Tempus AI	AI Data Science Summer Analyst	Vertical AI	7	LLM observability · Fine-tuning
Tempus AI	AI Data Science Summer Associate	Vertical AI	7	LLM observability · Fine-tuning · Agent orchestration
Walmart	SENIOR, SOFTWARE ENGINEER	Retail	7	Agent orchestration · Model serving · Inference infra · Forecasting · LLM observability
Visa	Lead Architect	Fintech	7	Agent orchestration · Vector DB · LLM observability
Visa	Senior Staff Engineer, AI Governance	Fintech	7	LLM observability · Evals · Guardrails · Fine-tuning · Agent orchestration · Model serving
JPMorgan Chase	Product Owner - Knowledge Management	Banking	7	Agent orchestration · Tool use · LLM observability · Search & ranking
Uber	Sr Applied Scientist	Consumer	7	Model serving · Fine-tuning · Evals · LLM observability
Airbyte	Solutions Architect	Data AI	7	Agent orchestration · LLM observability
Oracle	Principal Software Development Engineer - AI Data Platform	Enterprise	7	Agent orchestration · Vector DB · LLM observability
Apple	Machine Learning Engineer- Gen AI	Big Tech	7	Agent orchestration · LLM observability · Fine-tuning · Multimodal
JPMorgan Chase	Lead Software Engineer - SAP – BTP AI Developer	Banking	7	Agent orchestration · Fine-tuning · Model serving · LLM observability
JPMorgan Chase	Senior AI Product Manager	Banking	7	Agent orchestration · Fine-tuning
Databricks	Specialist Solutions Architect - AI/ML (Communications, Media, Entertainment & Games)	Data AI	7	Agent orchestration · Tool use · Guardrails · Vector DB · Model serving · Inference infra
Samsara	Digital Innovation Co-Op – Supply Chain	Enterprise	7	Agent orchestration · Tool use · LLM observability · Fine-tuning
JPMorgan Chase	Data Science and Gen AI Developer-Associate	Banking	7	Agent orchestration · Vector DB · LLM observability · Evals
Boeing	Lead Software Engineer - AI/ML	Aerospace	7	Fine-tuning · Agent orchestration · Multimodal
Tempus AI	Data Architect	Vertical AI	7	Agent orchestration · Vector DB
Deloitte	Lead Agentic Delivery Engineer	Consulting	7	Agent orchestration · LLM observability · Model serving
NVIDIA	Senior ASIC Infrastructure Engineer	Semiconductors	7	Agent orchestration · Fine-tuning · Model serving · LLM observability
Adobe	Fullstack Software Development Engineer 4	Enterprise	7	Agent orchestration · Multimodal · LLM observability

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.