Job Description
Data Scientist – Applied AI (Commercial Insurance)
London / Hybrid
£85-95k
Our client is a fast-growing AI startup building next-generation decision intelligence tools for the commercial insurance market.
Their flagship platform analyses complex claims to identify leakage, litigation risk, fraud indicators, coverage issues and operational weaknesses — turning unstructured documents into structured, actionable insight. They operate at the cutting edge of applied GenAI, working directly with insurers, managing agents and TPAs in the Lloyd’s and US markets.
This is a hands-on, high-impact role in a fast, iterative startup environment.
What You’ll Be Doin
g
Designing and iterating LLM prompt pipelines (claims summarisation, audit, fraud/leakage detection, coverage check
s)Working directly with long, unstructured claim documents (PDFs, reports, adjuster note
s)Building evaluation frameworks to validate AI outputs against real eviden
ceIdentifying hallucinations, bias and gaps in reasoni
ngWriting Python for data pipelines, orchestration and evaluati
onQuerying Postgres, working in Azure environments, using GitH
ubSupporting client pilots and translating feedback into product improvemen
tsUsing AI coding tools (Copilot, Cursor, LLMs) to accelerate developme
**nt
What We’re Looking**
- ForStrong insurance and startup/greenfield experience as a hands on Data Scient
- istComfortable with Git, SQL (Postgres) and cloud environments (Azure a pl
- us)Experience working with LLMs or prompt-driven systems in product
ion