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Model governance officer

2 months ago

Kuala Lumpur, Kuala Lumpur, Malaysia Maybank Full time

Role Description The Model Governance Officer is responsible for developing and implementing robust governance frameworks, policies, and procedures to manage the lifecycle of models effectively.

Responsibilities 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. Experience with AI/ML ethics assessment methodologies, bias detection and fairness-aware machine learning, transparency and accountability mechanisms. Proficiency in version control tools such as Git. Experience with model governance platforms or tools (e.g., Alteryx, SAS Model Manager, IBM Open Pages). Familiarity with data visualization tools such as Tableau or Power BI.#J-18808-Ljbffr