VP Dy VP
2 months ago
Team Lead Model Building Retail Credit Portfolio Risk Analytics
Job Role
The role requires a deep technical expertise in credit risk modelling and the ability to lead a team in developing cutting edge models that meet regulatory and risk management needs.
Responsibilities
- Lead development of advanced credit risk models for provisioning/capital requirements (IFRS CECL BASEL IRB) and internal risk management using statistical econometric and machine learning techniques
- Apply machine learning algorithms and advanced statistical techniques to enhance model performance
- Utilise big data tech for data processing and feature engineering
- Integrate external data sources to improve model accuracy
- Manage team of quantitative analysts providing technical guidance and mentorship
- Collaborate with IT and data engineering teams to ensure availability and quality of data for model development
- Communicate lucidly model performance and risk assessments to senior management
Regulatory & Stakeholder Engagement
- Engage with regulatory/statutory bodies to ensure models meet compliance requirements
- Engage with model validation team to meet validation requirements
Qualifications & Experience
- Advanced degree in statistics mathematics quantitative finance
- Proficiency in python data visualisation PySpark
- Deep understanding of machine learning algorithms and statistical techniques
- 10 years of extensive experience in developing retail credit risk models
- Experience in areas of IFRS CECL BASEL IRB
- Experience in managing and leading team of quantitative professionals
- Proven track record of deploying machine learning and advanced techniques in model building
Model Building,Model Development,credit risk modelling,CECL,ifrs,Basel,IRB,internal rating based,credit risk models,machine learning,Statistical Modeling
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