AVP, Model Validation, Risk Management Group

Job description

Responsibilities Conduct independent validation of models, including AIML models, credit risk, and market risk models. Assess inputs, assumptions, conceptual soundness, and empirical performance of models. Collaborate closely with model developers, risk managers, and other stakeholders to understand model purposes and applications. Communicate validation results and provide constructive feedback to model developers. Ensure models comply with regulatory requirements and internal risk management policies. Stay updated on relevant regulatory guidelines (e.g. new requirements on artificial intelligence/machine learning models) and industry best practices in model validation. Requirements Degree in a quantitative discipline (such as Statistics, Mathematics, Quantitative Finance, Data Analytics or equivalent) is preferred At least 3-5 years of experience in related area Outstanding quantitative and programming skills (e.g. Pyspark, Python, etc.) Strong knowledge of statistical analysis, econometrics, machine learning techniques, and Large Language Models Understanding of regulatory requirements and guidance related to model risk (e.g.,MAS 637, FEAT Principle) Self-motivated and a desire to learn and develop professionally Good written and verbal communication skills Ability to work independently and collaboratively in a team environment RAI and FRM certification preferred Location: DBS Asia Central Job: Analytics Schedule: Regular Employee Status: Full time