RAG Pipelines

Frequently asked questions

• What is RAG Pipelines and how common is it in AI job postings?

  RAG Pipelines is a skill in the "Retrieval & Search" category. It currently appears in 189 active AI roles across 59 companies in our index.

• Which companies are hiring for RAG Pipelines?

  The top employers with active AI roles mentioning RAG Pipelines are: Amazon (19), Apple (15), NVIDIA (11), Google (10), Adobe (10).

• Is demand for RAG Pipelines growing?

  Over the last 13 weeks, 142 new AI postings mentioned RAG Pipelines. Demand is rising — up 673% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is RAG Pipelines used?

  Roles requiring RAG Pipelines are concentrated in: agents (86%), post-training (4%), application (3%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with RAG Pipelines?

  Job postings that mention RAG Pipelines most often also require: Large Language Models (LLMs), Agentic Systems, Python, Machine Learning, Vector Databases.