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Senior AI Engineer - UK
£100,000 - 100,000
IO Associates
Charing Cross, UK + Remote
£100,000 - 100,000
Requirements
Must:
- A minimum of 3 years' experience as a full-stack engineer with strong Python skills.
- Proven track record with LLMs, agentic systems, and RAG pipelines.
- Experience with vector databases, embeddings, and semantic search.
- Solid understanding of prompt engineering and LLM integration best practices.
- Familiarity with containerization, API design, and modern ML deployment tools.
- Bonus if you have:
- Experience with PyTorch or model fine-tuning.
- Open-source contributions to LLM or AI infrastructure tools.
- Experience with Elasticsearch or OpenSearch for retrieval.
- Familiarity with Terraform, GitHub Actions, or infrastructure automation.
- Experience building document processing pipelines involving PDFs, HTML, or structured data.
- Interest in async workflows and distributed data processing.
Technologies
AI
GitHub
LLM
PyTorch
Responsibilities
- Build and optimize RAG pipelines, including chunking, embeddings, and vector search.
- Create full LLM integrations using OpenAI, Hugging Face, and orchestration frameworks.
- Develop robust AI agent systems with tool chaining and multi-step logic.
- Build real-time frontend interfaces using React, Next.js, and Vercel AI SDK.
- Containerize services using Docker and deploy to AWS (ECS, Lambda).
- Collaborate with researchers to productionize transformer models (e.g., PyTorch, HF).
- Utilize observability tools like Langfuse to monitor prompt and model performance.
- Write clean, modular, testable code that scales in production environments.
Description
We are a well-funded early-stage team dedicated to helping enterprise clients in regulated sectors deploy scalable AI without overhauling their infrastructure. We focus on performance, maintainability, and fast iteration. Our goal is to build real AI systems that are actively used in production, and we are looking for engineers like you to help us shape the future of AI. If you're ready to work on meaningful, high-impact AI problems within a fast-moving team, we would love to hear from you. Apply now or reach out to us for a chat!
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