AVP, Model Validation, Risk Management Group Job at DBS Bank Ltd, Singapore

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  • DBS Bank Ltd
  • Singapore

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

Job Tags

Full time

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