Skip to content

Home / Roles / Data & Retrieval (RAG) Engineer

Artificial intelligence · Emerging 2026

Hire an offshore RAG Engineer

Builds the foundation that feeds accurate AI — unstructured data pipelines, vector indexing, context packing and citation verification — so your AI answers from real knowledge, not hallucination.

The role

What an offshore RAG Engineer does

Day-to-day responsibilities

Specialisms we place

The RAG Engineer function covers several sub-roles — tell us which you need:

RAG engineerData pipeline engineerKnowledge / retrieval engineerML data engineer

Tools & skills

Your hire works on your stack. Common tools for this role:

LlamaIndexLangChainPinecone / Weaviate / pgvectorEmbedding modelsPython
Why offshore

Why hire a RAG Engineer offshore

RAG quality makes or breaks enterprise AI. A dedicated offshore RAG engineer keeps your AI grounded, accurate and citable — at a cost that lets you invest in getting it right.

Whichever hub fits the role — Sri Lanka or the Philippines — TalentDock is the legal employer. We handle contracts, payroll, equipment, IT and HR, and cover the data-protection footing (DPA and the UK IDTA for restricted transfers). Because your hire is employed overseas and works wholly outside the UK, there’s no employer NIC, no auto-enrolment pension, and no IR35 status determination for you to make.

General information, not legal or tax advice — confirm your position with a qualified UK adviser.

The saving

A dedicated RAG Engineer for up to 70% less

Compared with the true cost of a UK hire — salary, NICs, pension, equipment and recruitment fees — one all-in monthly fee, one invoice.

FAQ

Common questions

Why does RAG matter so much?

It’s what stops hallucination — grounding answers in your real data with verifiable citations. Poor retrieval means unreliable AI.

Can they work with our data?

Yes — under a DPA and the UK IDTA, with access scoped appropriately to your knowledge sources.

Do they build the whole AI product?

They own the data-and-retrieval foundation; they often pair with an agentic architect or delivery engineer for the full product.

Related roles

Explore related offshore roles

Agentic Systems Architect

Human-AI Interaction Designer

AI Workflow Designer

AI Ethics & Compliance Analyst

Vibe Coder

Quantum-Ready Software Programmer

Ready to add a RAG Engineer to your team?

Tell us what you need — we’ll send a vetted shortlist.