Assistant / Deputy / Credit Risk Manager
Core
Design, develop, and optimize machine learning-based credit scoring and customer behavior prediction models; develop data-driven credit risk strategies aligned with business objectives.
Role type
Senior IC machine-learning engineer (credit risk)
Builds
Production ML models for credit scoring and customer behavior prediction
Domain
Financial services / Credit risk
Deliverable
production ML models
Required skills
Python, SAS, Random Forest, XGBoost, Large Language Models (LLM), generative AI, credit risk analysis, data cleaning, feature engineering
Preferred skills
Fluency in Mandarin
Technologies
Python, SAS, Random Forest, XGBoost, LLMs
Responsibilities
Clean and engineer features from customer, behavioral, and transaction data; develop and optimize ML-based credit scoring models; develop data-driven credit risk strategies; prepare model documentation and validation reports for regulatory compliance.
