Staff ML Engineer | Agentic AI & Applied ML
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Summary
Senior hands-on contract Staff ML Engineer (inside IR35, initial 6 months, £800–1,200/day, 3 days/week on-site) scaling an AI/ML capability across a UK engineering function. The engineer designs production agentic AI systems — RAG, LangChain/LangGraph, vector retrieval on AWS — and sets standards for MLOps, evaluation and AI governance.
Salary: £? - ? per year Requirements: Deep experience with Python and strong software engineering fundamentals Production machine learning / AI engineering experience Experience with AWS Experience with agentic AI and LLM-based applications Experience with Retrieval Augmented Generation (RAG) Experience with LangChain and/or LangGraph Experience with vector databases and retrieval Experience with MLOps and production deployment Experience with AI evaluation, testing and observability Experience…