Data Scientist (KTP Associate)

Staffordshire £35,000 - £40,000

Job sector

Digital and Technology

Job function

Data Science, IT

Job duration

36 months

Application closing date

26/02/2026

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Job description

This KTP project will play a pivotal role in transferring and embedding advanced machine learning and computer vision expertise into Whichrate. It represents a key step in building a sustainable, in-house AI capability that will drive long-term innovation and competitiveness. Through this initiative, the company will be empowered to scale its operations and establish itself as a leader in intelligent claims processing—contributing to the UK’s broader ambition to lead in professional services AI.

Whichrate’s strategic vision is to become the UK’s leading provider of intelligent, data-driven solutions for the motor insurance and legal industries. To achieve this, the company is committed to integrating advanced AI across its operations—enabling faster, more accurate, and scalable management of motor insurance claims.

Project description

The project will focus on developing bespoke, AI-driven tools to automate motor insurance claim analysis, significantly enhancing efficiency, accuracy, and consistency. By embedding advanced machine learning techniques, Whichrate will be able to reduce claim turnaround times, improve decision-making, and unlock scalable growth.

The key objectives for this KTP Project are the following:

  • To gain a deep understanding of Whichrate’s business goals, systems, and manual court pack analysis processes
  • Lead the requirements gathering and specification for an AI-driven claims analysis tool
  • Design and implement advanced machine learning and natural language processing models
  • Develop and deploy a functional Minimum Viable Product (MVP) for automated court pack analysis
  • Drive user training, change management, and knowledge transfer across the business
  • Support the commercialisation and continuous improvement of the AI solution

About the business

Whichrate is a specialist technology company providing data-driven services to the UK motor insurance and legal sectors. Its core business is built around a proprietary data warehouse containing over 65 million UK vehicle hire rates, spanning more than 13 years, with up to 60,000 new records added daily.

The company operates two primary revenue-generating services; It offers fixed-fee court pack handling for solicitors and insurers, analysing rental car invoices to assist insurance companies to defend against inflated claims for credit hire vehicles and to assist either claimants or defendants in their negotiations for settlement. Secondly, it provides a subscription-based digital database of car hire rates, used by insurers and legal professionals to assess and challenge credit hire claims.

Whichrate also offers trend analysis, auditing services, and API integrations for seamless data access. Its cloud-based platform ensures secure, scalable delivery of insights, enabling clients to reduce indemnity spend and improve litigation outcomes. These services position Whichrate as a trusted partner in fraud detection, claims validation, and litigation support across the UK’s £20B motor insurance market.

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