Data Scientist / Statistician (Model Developer)
Core
Develop and maintain machine learning models for underwriting, focusing on feature engineering and insight generation from Open Banking and Credit Bureau data.
Role type
Machine Learning Engineer (Underwriting)
Builds
Production ML models for financial underwriting
Domain
Financial Services / Credit Risk
Deliverable
production ML models
Required skills
Machine learning, deep learning for sequential data, feature engineering, statistics, probability, Python, large data set manipulation, Model Risk Management
Preferred skills
Open Banking data experience, Credit Bureau data experience, multi-modal data handling
Technologies
Python
Responsibilities
Develop and maintain machine learning models defining competitive advantage; explore and evaluate data using advanced feature generation; analyse tabular and non-tabular data to produce insights; consult on complex statistical test design; navigate large amounts of data to extract actionable solutions.
Seniority
Mid-Senior, hands-on IC
