Data Scientist
Senior Data Scientist – AI & Conversational Systems (RAG / LLMs) - £800 per day Outside IR35
Location: London / Hybrid
About the Role
A leading financial media and data business is building a next-generation AI-powered conversational assistant designed to surface insights across both proprietary datasets and premium editorial content.
The organisation is seeking a Senior Data Scientist to help evolve this platform into a high-quality, production-grade system. The role focuses on improving answer quality, retrieval performance, and real-time responsiveness - translating cutting-edge LLM capabilities into reliable, user-facing products.
Responsibilities
- Develop and optimise RAG (Retrieval-Augmented Generation) pipelines
- Design approaches that combine:
- Unstructured data (articles, reports, documents)
- Structured data (databases, SQL systems)
- Build and refine text-to-SQL capabilities
- Evaluate and improve LLM outputs:
- Accuracy, grounding, and hallucination reduction
- Retrieval relevance and ranking performance
- Design and implement evaluation frameworks (offline and online)
- Collaborate with engineering teams to deploy models into production environments
- Identify and solve real-world implementation challenges
- Contribute to shaping and executing a focused AI roadmap
Requirements
Essential:
- Proven experience delivering production-grade RAG systems
- Deep expertise in working with LLMs for high-quality answer generation
- Databricks experience
- Strong experience with both:
- Unstructured text data
- Structured data / SQL systems
- Experience in model evaluation, experimentation, and optimisation
- Ability to translate complex problems into scalable, practical solutions