VP / AVP, Enterprise AI/ML Governance Specialist, Transformation Group
DBS Bank
- Singapore
- Permanent
- Full-time
- Research, understand and stay abreast of the evolving regulatory and industry views (publications, regulations etc.) principles, methodologies, tools around AI governance on fairness, explainability, performance, robustness etc.
- Contribute and lead, where needed, the development of approaches to govern AI/ML solutions across the various pillars.
- Develop robust change management components including trainings, playbooks, communication etc. to integrate the approaches into day-to-day operations.
- Validate, challenge and report AI/ML use cases and models to ensure they are fit for purpose and compliant with governance requirements.
- Tracking and reporting of the status of AI/ML solutions across fairness, explainability, performance and/or robustness pillars.
- Contribute to overall Data Governance team KPIs in the areas of Responsible Data Use, Data Quality, Metadata Management etc., where required.
- Degree with strong interest in machine learning, data mining or statistical / mathematical modelling.
- 5+ years of experience in governance, risk management, compliance model validation or in end-to-end data science projects.
- Experience of managing complex and cross-departmental projects.
- Demonstrated ability to work collaboratively and independently with cross-functional stakeholders at all levels.
- Demonstrated ability for continuously learn, transform and keep pace with rapid developments in the internal and/or external environment.
- Team player with great attitude, interpersonal and communications skills.
- Experience of AI/ML model (and system) evaluation, covering fairness assessment, explainability (transparency) and performance/robustness is a plus.