Deputy / Credit Risk Manager (Analytic & Modelling)
5 days ago
Employment Type: Full time
Departments: Personal Banking Risk And Integrated Management Department
Job Functions: Risk Management, Policy Administration
Responsibilities:
- Develop predictive and decision models to be deployed in systems. This includes the analysis of historical data, data cleaning, sampling, variable selection, modeling and performance evaluation.
- Conduct regular validation and monitoring on the performance of decision models for retail portfolios.
- Formulate data driven decision strategies across the customer credit lifecycle including origination, portfolio management and collections.
- Streamline the process and workflow across the customer credit lifecycle.
- Prepare the user requirement documents and participate in user acceptance tests on decision models.
Requirements:
- Bachelor degree holder or above in Mathematics, Statistics, Risk Management, Computer Science, Engineering or Operations Research.
- 2 years' working experience in risk analytics or modelling.
- Knowledge of at least one of the following software: SAS, Python, R, Alteryx, Tableau.
- At least 1 year hands-on experience in Python, R or SAS, and familiarity with these software program coding standards and best practices.
- Strong statistical knowledge of the following: Segmentation, Linear and Logistic Regressions, Machine Learning algorithms such as Random Forest and XGBoost.
- Knowledge of Generative AI will be an advantage.
- Good communication skills, passionate and energetic.
- Good command of written and spoken Chinese and English. Fluent Mandarin will be an advantage.
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