Data Scientist, Commercial Price Modelling
Core
Build models and data-driven solutions for commercial P&C pricing, claims prediction, and customer journey optimization to support business decisions and improve customer experience.
Role type
Mid-level IC data scientist (pricing & modeling)
Builds
Production ML models for pricing, claims prediction, and customer journey optimization
Domain
Insurance (Commercial P&C) + Machine Learning
Deliverable
production ML models
Required skills
Python, machine learning, statistical modeling, data mining, software engineering, model monitoring, data processing
Preferred skills
PhD, Kaggle experience, project management, first-principles problem solving
Technologies
Python, data mining frameworks
Responsibilities
Develop innovative solutions for pattern recognition using ML and statistical approaches; Partner with Pricing on end-to-end data science projects from planning to post-implementation monitoring; Maintain data mining tools and frameworks; Support model monitoring and validation to identify performance deterioration and portfolio shifts.
Seniority
Mid-level, hands-on IC