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VP / AVP, Enterprise AI/ML Governance Specialist, Transformation Group

Employer
DBS Bank Limited
Location
Singapore, Singapore
Salary
Competitive
Closing date
May 21, 2024

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Job Function
Other
Industry Sector
Finance - General
Employment Type
Full Time
Education
Bachelors
Business Function:

Transformation Group supports the CEO and senior management team on the implementation of the Group's strategic agenda, including working with the businesses and functions to drive strategic initiatives across geographies. We focus on nurturing the culture of the "World's Best Digital Bank" (Euromoney, 2016 & 2018) and Best Bank in the World (Euromoney 2019).

Job Purpose:Are you passionate about AI and related developments? Do you want to be part of AI related industry and regulatory initiatives? Do you believe in the potential of AI, while being cognizant of the need to use it responsibly and manage its risks?

Are you open to work in a rapidly evolving space, enjoy continuous learning, able to synthesize and evaluate differing points of view and apply those to create practical frameworks and approaches we can leverage? Do you connect easily with people at all levels, strong in logical thinking and able to make the complex appear simple?

If so, we have a role for you in the core team developing bank-wide approaches to govern AI/ML solutions. She/he will develop and operationalize these approaches to ensure AI/ML solutions are trustworthy, aligned with regulatory guidelines and meet the expectations of our customers and employees.

Responsibilities:
  • 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.
Requirements:
  • 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.
Apply Now:

We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.

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