Technology skill
RAG / Vector Search jobs
Retrieval-augmented generation: letting a language model answer from a specific document set by fetching relevant passages first. A standard AI-engineering pattern. Below: the 4 occupations it unlocks on this board, live counts included, and the skills that show up beside it in real postings.
What RAG / Vector Search unlocks
Occupations whose postings name this skill, from the adjacency data the instrument runs on. Counts are live board inventory, refreshed nightly.
| Occupation | Live roles | More |
|---|---|---|
| Data Scientist | 458 | salary |
| AI Engineer | 348 | salary |
| Machine Learning Engineer | 274 | salary |
| Prompt Engineer | 7 | salary |
Quick answers
What is RAG / Vector Search?
Retrieval-augmented generation: letting a language model answer from a specific document set by fetching relevant passages first. A standard AI-engineering pattern. On this board it is a technology skill, extracted from posting text by the nightly scrape. Every skill, defined: the glossary.
How many jobs ask for RAG / Vector Search?
RAG / Vector Search unlocks 4 occupations on this board, with 1,087 live roles across them right now. The largest is Data Scientist (458 open).
Skills are extracted from posting text by the nightly scrape and mapped to occupations through the same lexicon the career instrument uses. A skill page exists only while enough live roles are reachable through it; counts are inventory, never padding.