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.
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).
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).
RAG primarily belongs to the agents and application stages of the AI lifecycle. In current hiring, RAG roles concentrate at: agents (85%), application (4%).
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.
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).
28 AI roles tagged rag.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Northrop Grumman | AI Engineer Software (Level 2 or 3) | Aerospace | 8 | Agent orchestration · Tool use · Fine-tuning · Model serving · LLM observability · Evals |
| Boeing | AI/ML Researcher (Multimodal) | Aerospace | 8 | Multimodal · Vision · Fine-tuning · Model serving · Inference infra |
| Boeing | AI/ML Researcher (Multimodal) | Aerospace | 8 | Multimodal · Vision · Fine-tuning · Model serving |
| Boeing | Experienced Software Engineer - AI-ML (GenAI) | Aerospace | 8 | Agent orchestration · Model serving |
| Boeing | Junior Data Scientist | Aerospace | 7 | Fine-tuning · Agent orchestration · LLM observability |
| Boeing | Experienced AI-ML Engineer (Artificial Intelligence) | Aerospace | 7 | Agent orchestration · Model serving |
| Boeing | Experienced or Senior Greenfield Software Developer | Aerospace | 7 | Agent orchestration · Model serving · LLM observability |
| Boeing | Principal Developer-Builder | Aerospace | 7 | Model serving · Inference infra · Agent orchestration |
| Boeing | Software Developer-Builder (Experienced or Senior) | Aerospace | 7 | Agent orchestration · LLM observability · Model serving |
| Boeing | Senior Artificial Intelligence (AI) Solutions Architect | Aerospace | 7 | Agent orchestration · Agent research · Model serving · Inference infra · Vector DB · LLM observability |
| Boeing | Artificial Intelligence (AI) Platform Developer (Mid-Level or Senior) | Aerospace | 7 | Agent orchestration · Vector DB · Model serving · Inference infra · LLM observability |
| Northrop Grumman | Software Engineer 2/3 | Aerospace | 7 | Agent orchestration · Tool use · Evals · LLM observability |
| Northrop Grumman | Software Engineer: Automation/AI - Level 3 (Chandler) | Aerospace | 7 | Agent orchestration · Tool use · LLM observability · Vector DB · Fine-tuning · Model serving · Inference infra |
| Boeing | Senior Cloud Solutions Architect | Aerospace | 7 | Model serving · Inference infra |
| Boeing | Data Scientist (Data Science) | Aerospace | 7 | Fine-tuning · Evals · Vector DB · Model serving |
| Boeing | Senior Data Scientist | Aerospace | 7 | Fine-tuning · Evals · Guardrails · Multimodal · LLM observability · Vector DB · Model serving |
| Boeing | Mid-Level Generative Artificial Intelligence (GenAI) Search Solutions Developer | Aerospace | 7 | Vector DB · Fine-tuning · Model serving · Search & ranking |
| Boeing | Mid-Level Engineering Data Scientist | Aerospace | 7 | Model serving |
| Boeing | Associate Support Engineering Data Specialist | Aerospace | 7 | Fine-tuning · Semantic search · LLM observability |
| Boeing | Lead Software Engineer - AI/ML | Aerospace | 7 | Fine-tuning · Agent orchestration · Multimodal |
| Boeing | Senior Data Scientist | Aerospace | 7 | Model serving · Inference infra · Agent orchestration · Fine-tuning · Vector DB |
| RTX | AI Solution Architect (Hybrid) | Aerospace | 7 | Evals · Guardrails · LLM observability |
| RTX | Architecte IA | AI Architect | Aerospace | 7 | Agent orchestration · Model serving |
| Boeing | Principal Greenfield Software Developer | Aerospace | 5 | Model serving · Agent orchestration |
| Boeing | Mid-Level Business Intelligence Analyst | Aerospace | 5 | Agent orchestration · Tool use · Evals · Guardrails · LLM observability · Vector DB · Fine-tuning · Inference infra · Model serving |
| RTX | Associate Director, Solutions Architect - Data, Analytics & AI/ML Platforms (Remote) | Aerospace | 5 | Model serving · Vector DB |
| Boeing | Senior Software Developer | Aerospace | 5 | |
| Boeing | Principal SAP S/4HANA Data & Technical Architect | Aerospace | 5 | Vector DB |