Direct Line Group

Data Scientist

• Analysing large datasets using tools such as SQL, Python, and Radar to support pricing and underwriting decisions
• Supporting the development of data assets and models, contributing to improved risk assessment and pricing accuracy
• Producing clear insights and analysis, and communicating findings to both technical and non-technical stakeholders
• Collaborating with Retail Pricing and Platform teams to support the release of platform and pricing changes
• Contributing to experiments and analysis, helping to test ideas and quantify their potential impact (with guidance from more senior colleagues)
• Supporting the delivery of projects, working with more experienced team members to ensure high-quality and timely outcomes

Motor Data Scientist

Analyst

• Monitor and report on weekly performance metrics across the Sales and Renewal funnels.
• Conduct in-depth analysis to identify underlying trends, performance drivers, and improvement opportunities.
• Contextualise performance through active monitoring of the Home insurance market and competitor dynamics.
• Use data, commercial intuition, and structured thinking to make decisions in uncertain environments.
• Support the creation of the Business Plan for Home PCW customers and track delivery against this plan.
• Be curious and creative: challenge assumptions, bring fresh perspectives, and identify opportunities for positive change.
• Work collaboratively with Pricing, Product, Operations, Marketing and Digital teams to drive aligned commercial outcomes.
• Drive delivery of initiatives using a test-and-learn approach to maximise benefits and generate insight.
• Build an understanding of customer and commercial trade-offs in a highly regulated industry.
• Develop a strong understanding of the regulatory landscape and translate requirements into implications for business models, products, and processes.

Commercial Analyst

Consultant

• Implementing new pricing features and data enrichments
• Investigating drivers of Actual vs Expected risk cost gaps
• Working with Trading to take changes to market
• Developing high-quality actionable insight reports
• Designing and carrying our Machine Learning and regular MI to guide pricing decisions
• Monitoring KPIs and identifying opportunities
• Running price optimisation in Radar
• Proposing and testing rate changes
• Portfolio management
• Coordination of team-wide pricing processes and planning
• Facilitating cross-team project delivery
• Optimising pricing architecture

Motor Data Scientist

Commercial Analyst

Pricing Consultant