AI & ML

RAG Systems Engineer

Builds AI systems that retrieve knowledge before generating answers

£60k-£115k AI-driven

What it involves

Designs retrieval-augmented generation pipelines that connect LLMs to live knowledge bases, documents and databases so answers are grounded in real, up-to-date information.

Skills & knowledge needed

Vector databasesEmbedding modelsLLM integrationInformation retrievalPython

Why it's emerging now

Pure LLMs hallucinate; RAG makes them reliable enough for enterprise use.

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