Data Scientist - Model Developer / Statistician
Core
Develop and maintain machine learning models for customer lending decisions and underwriting programs.
Role type
Senior IC data scientist (model development)
Builds
Production ML models for underwriting
Domain
Financial services / Credit risk
Deliverable
production ML models
Required skills
Probability, statistics, machine learning, feature extraction, large data set manipulation, Python, Model Risk Management, technical documentation, coding best practices
Preferred skills
Open Banking data experience, Credit Bureau data experience
Technologies
Python
Responsibilities
Develop and maintain models for key underwriting programs, explore and evaluate data using advanced feature generation techniques, consult on complex statistical test design, extract actionable solutions from large datasets
Seniority
Senior, hands-on IC
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