(Assistant / Deputy) Credit Risk Manager
Core
Define data specifications, conduct data cleansing and feature engineering, and develop data-driven strategic solutions for financial planning and risk management.
Role type
Senior IC credit risk data scientist
Builds
Data-driven strategic solutions for financial planning and business decision-making
Domain
Financial services / Credit risk
Deliverable
production ML models
Required skills
Python, SAS, Machine Learning (Random Forest, XGBoost), Data analysis, Data cleansing, Feature engineering, Model monitoring, Regulatory compliance
Preferred skills
Large Language Models (LLM), Generative AI applications
Technologies
Python, SAS, Random Forest, XGBoost
Responsibilities
Define data specifications and logical rules for risk, financial, and business data; Conduct in-depth data cleansing and feature engineering; Develop data-driven strategic solutions aligned with business objectives; Automate and optimize existing processes; Prepare model monitoring and validation reports to ensure regulatory compliance.
