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.
3085 AI roles tagged rag.
| Company | Title | Sector | AI score | Other tags |
|---|---|---|---|---|
| Ford | Cloud Solution Architect | Auto | 5 | Agent orchestration · LLM observability · Inference infra · Model serving |
| Oracle | Senior Manager, AI-Scaled Operations | Enterprise | 5 | Agent orchestration · Tool use |
| JPMorgan Chase | Senior Lead Software Engineer - Senior Python Developer | Banking | 5 | Agent orchestration · LLM observability · Vector DB |
| Writer | Solutions architect (pre-sales) (West) | AI Frontier | 5 | Agent orchestration · LLM observability · Fine-tuning · Model serving |
| Harvey | Senior Data Analyst | AI Frontier | 5 | Agent orchestration · Evals |
| Sigma Computing | Marketing Productivity Engineer | Data AI | 5 | Agent orchestration · Tool use · LLM observability |
| JPMorgan Chase | Software Engineer I | Banking | 5 | Agent orchestration · LLM observability · Fine-tuning · Model serving |
| MongoDB | Software Engineer 3, App Analysis & Modelling | Enterprise | 5 | Agent orchestration · LLM observability · Vector DB · Fine-tuning · Model serving · Recommender systems · Code gen |
| Dropbox | Frontend Product Software Engineer, Design Systems | Enterprise | 5 | Agent orchestration · Tool use · Evals · LLM observability · Fine-tuning · Model serving · Code gen |
| Anthropic | GTM Engineer | AI Frontier | 5 | Agent orchestration · Tool use |
| Adobe | Sr Product Designer, Adobe Express | Enterprise | 5 | Agent orchestration |
| Autodesk | Senior Manager, AI & Workflow Automation | Enterprise | 5 | Agent orchestration · LLM observability · Tool use |
| Workday | Senior Associate Software Development Engineer | Enterprise | 5 | Agent orchestration |
| Workday | Software Development Engineer (Full Stack) - Evisort AI | Enterprise | 5 | Agent orchestration · Vector DB · Model serving |
| Microsoft | Software Engineer II - Finance Data & Experiences | Big Tech | 5 | Agent orchestration · Tool use · LLM observability |
| ClickUp | Senior Technical Account Manager - Strategic Services | Enterprise | 5 | Agent orchestration · Tool use · Guardrails · Vector DB · Fine-tuning · Model serving |
| JPMorgan Chase | Quant Analytics Senior Associate | Banking | 5 | LLM observability · Agent orchestration · Tool use |
| Apple | ML Engineer - Experimentation, Portal | Big Tech | 5 | Evals · LLM observability · Model serving |
| Expedia | Data Engineer III | Hospitality | 5 | Vector DB · LLM observability |
| Zendesk | Software Engineer II (Fullstack), AI Copilot | Enterprise | 5 | LLM observability · Model serving · Fine-tuning |
| Merck | AI Engineer | Pharma | 5 | LLM observability · Fine-tuning · Model serving |
| Zendesk | Lead Business Process Analysis Analyst | Enterprise | 5 | Agent orchestration · LLM observability · Guardrails · Fine-tuning |
| Zendesk | Senior Product Manager | Enterprise | 5 | |
| Stripe | Backend Engineer, Expansion | Fintech | 5 | Agent orchestration · Tool use · Guardrails · LLM observability · Model serving |
| Klaviyo | AI Engineering Manager - Amplify C.S | Enterprise | 5 | Agent orchestration |
| Autodesk | Senior QA Engineer – Computation Design and Automation | Enterprise | 5 | Agent orchestration · Tool use · LLM observability |
| Visa | Sr. Consultant SW Engineer | Fintech | 5 | Vector DB · LLM observability |
| Adobe | Lead Software Engineer | Enterprise | 5 | Vector DB · Agent orchestration · Multi-agent · Evals |
| Visa | Staff SW Engineer | Fintech | 5 | Inference infra · Model serving · Vector DB |
| Visa | Staff SW Engineer | Fintech | 5 | Model serving · Inference infra · Vector DB · Fine-tuning |
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.
1,958 active AI roles across 201 companies in our index reference RAG as of today.
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).
RAG primarily belongs to the agents and application stages of the AI lifecycle. In current hiring, RAG roles concentrate at: agents (85%), application (5%).
The sectors with the most active RAG hiring are: Enterprise, Big Tech, Banking.