First Vp, Group Risk Management Ai & Data Risk Governance & Control – Advanced Ai Risk Specialist
UOB United Overseas Bank Limited
Singapore
10-15 years ai risk governance experience
Mastery of statistical inference and ml validation
Expertise in genai, agentic ai, and llm security
This role establishes a bank-wide independent validation framework for AI/ML models and agentic systems within a three lines of defense model
Job Summary
This role establishes a bank-wide independent validation framework for AI/ML models and agentic systems within a three lines of defense model.
The incumbent will enforce regulatory compliance with MAS expectations, including FEAT principles, TRM, and PDPA obligations while ensuring ethical AI conduct.
Candidates must possess deep expertise in validating high-risk Generative AI use cases, conducting red teaming assessments, and managing data lineage and architecture reviews.
Matching Summary
This role establishes a bank-wide independent validation framework for AI/ML models and agentic systems within a three lines of defense model.
Skills & Requirements
Must-have
10-15 years AI risk governance experience
Mastery of statistical inference and ML validation
Expertise in GenAI, Agentic AI, and LLM security
Knowledge of MAS FEAT principles and TRM guidelines
Experience with red teaming and prompt injection testing
Proficiency in Python, PyTorch, TensorFlow, and LangChain
Nice-to-have
Certifications in AI ethics or responsible AI
Experience in banking or financial services sector
Strong leadership and team management skills
Familiarity with cloud platforms and Kubernetes
Ability to interface with senior management and boards
Key Requirements
Minimum 10-15 years experience in AI risk or governance
University degree in Computer Science, Data Science, or related quantitative field
Hands-on expertise with supervised/unsupervised learning and neural architectures
Experience with LLM fine-tuning, RAG, and RLHF methodologies
Proficiency in bias mitigation and fairness metric analysis