Vice President, AI Risk Review, Risk Management Department - SMBC
Sumitomo Mitsui Banking Corporation SingaporeVice President, AI Risk Review, Risk Management Department - SMBC
Sumitomo Mitsui Banking Corporation Singapore
- Review Artificial Intelligence (AI)/Machine Learning (ML) use cases (including agentic AI) to ensure compliance with Singapore/APAC regulations and internal bank policies.
- Design and operate frameworks for AI use case review, focusing on regulatory, ethical, and governance requirements.
- Lead and support operational transformation initiatives leveraging AI, collaborating with business and technology teams to identify, design, and implement AI-enabled process improvements.
- Provide practical guidance to business and technology stakeholders on both AI risk management and AI-driven transformation opportunities.
AI Use Case Review
- Conduct independent reviews of AI/ML use cases, verifying compliance with various external/internal rules, such as Singapore's PDPA guidance, prosed MAS AI risk management guideline, and internal bank policies, including ones for Model Governance.
- Review documentation and evidence for each AI use case, including purpose, data sourcing and privacy, model design, fairness and explainability, human-in-the-loop controls, and security measures.
- Review agentic AI architectures for role-based access, policy-as-code, immutable decision logging, observability, and fallback/kill-switch mechanisms.
- Advise first line teams on regulatory and policy requirements for AI use cases, providing actionable recommendations for remediation or improvement.
- Prepare clear review reports and present findings to senior management and relevant committees.
- Monitor regulatory developments and update review frameworks as needed.
- Identify opportunities for operational transformation leveraging AI, in collaboration with business and technology teams.
- Lead or support the design and implementation of AI-enabled process improvements, automation, and digital transformation initiatives.
- Evaluate risk and control implications of AI-driven transformation projects, ensuring alignment with regulatory and internal governance requirements.
- Promote responsible AI adoption and innovation within the organization.
- Share best practices and lessons learned from AI transformation projects across APAC branches.
- Bachelor's degree in Computer Science, Data Science, Engineering, Information Systems, or related field; advanced degree or recognized certifications are advantageous.
- 5-10 years of experience in AI/ML use case review, model risk management, data/AI governance, technology risk, or operational transformation within financial services.
- Demonstrated knowledge of Singapore AI governance landscape (e.g., PDPC, MAS expectations, Model Governance) and familiarity with global frameworks, e.g., EU AI Act (preferable).
- Experience leading or supporting AI-driven operational transformation projects, including process redesign, automation, or digitalization.
- Strong stakeholder management and communication skills; able to challenge constructively and provide practical, risk-based recommendations.
- Proactive self-starter with strong teamwork abilities and stakeholder management skills.
- Able to multi-task under tight timelines.
- Native-level English proficiency required; culturally sensitive and able to work in a diverse APAC environment.
Working knowledge and/or experience in the following areas:
- AI Governance & Review: designing and operating review frameworks for AI use cases.
- Data Governance & Privacy: consent/legitimate basis assessment, data lineage/quality, anonymisation, and PDPA compliance.
- Model Risk & Validation: fairness/bias testing, explainability, robustness, drift monitoring, documentation and traceability.
- Security & Resilience: secure MLOps, access control, secret management, supply-chain risk, adversarial testing.
- Agentic AI Guardrails: least-privilege tool use, policy-as-code, immutable decision logs, human-in-the-loop and safe fallback.
- AI Transformation: process redesign, automation, digitalization, and change management.
- Regulatory Intelligence: horizon scanning and translating regulatory/sta ndards into bank policies and review criteria.
Job ID 1280066601
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