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Model Governance Officer
6 days ago
Company: Pillar of Global Finance
Location: Kuala Lumpur
- The Model Governance Officer is responsible for developing and implementing robust governance frameworks, policies, and procedures to manage the lifecycle of models effectively.
- Develop and implement model governance frameworks, policies, and procedures. - Establish and maintain model inventory, documentation, and version control.
- Conduct model risk assessments and implement mitigation strategies.
- Collaborate with model developers, data scientists, and business stakeholders to ensure compliance with regulatory requirements and internal standards.
- Monitor model performance and assess ongoing suitability for business needs.
- Coordinate model validation activities, including independent reviews and audits.
- Provide guidance and training on model governance best practices to internal teams.
- Stay abreast of industry developments and regulatory changes related to model governance.
Job Requirements:
- Bachelor's degree in a relevant field such as Finance, Mathematics, Statistics, Computer Science, or a related discipline.
- Strong understanding of model development lifecycle and regulatory requirements (e.g., SR 11-7, BCBS 239).
- Familiarity with AI/ML concepts and techniques, including machine learning algorithms and model validation methodologies.
- Demonstrated experience in model governance, risk management, or regulatory compliance within the financial services industry.
- Ability to communicate complex concepts effectively to diverse stakeholders.
Hard Skills:
- Experience with AI/ML ethics assessment methodologies, bias detection and fairness-aware machine learning, transparency and accountability mechanisms. Soft Skills
- Strong interpersonal skills with the ability to collaborate effectively in a cross-functional team environment. - Experience with model governance platforms or tools (e.g., Alteryx, SAS Model Manager, IBM OpenPages).
- Familiarity with data visualization tools such as Tableau or Power BI.
- Excellent communication skills, both written and verbal.
- Proven ability to prioritize tasks and manage time effectively in a dynamic environment. Required Tool and program proficiency
- Proficiency in version control tools such as Git. Experience with model governance platforms or tools (eg. Altered, SAS Model Manager, IBM Openpages) Familiarity with data visualisation tools such as Tableau of Power BI
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