Mentor junior AI engineers, set best practices for prompt engineering, RAG pipelines, and agent evaluation, and help build reusable AI infrastructure for the broader team.
Partner cross-functionally with product, design, backend/infra, and security teams to ensure AI features are robust, safe, and compliant with data governance requirements.
Stay on top of the latest advances in LLMs and agentic AI, and proactively identify opportunities to apply new techniques to our product roadmap....
Advanced Modeling: Apply dimensional modeling (Kimball/Inmon) to ensure data structures reflect actual business processes, making them intuitive for AI models and analysts alike.
Automation & Lifecycle Management (DataOps): Implement automated deployment workflows and infrastructure management practices to ensure high reliability, environment consistency, and rapid iteration across the entire data-to-AI lifecycle.
Optimization: Continuously monitor and tune query performance and storage costs to ensure a lean, efficient data environment....
Procure consumables and research equipment and research resources eg GPU time
Project operations: Coordinate the Project’s workplan, governance processes, meetings, records, procurement, contracts, resource allocation and administrative workflows in accordance with NTU requirements.
Research programme support: Facilitate interdisciplinary research initiatives, grant application deliverables, working groups and collaborations involving faculty, research staff and external organisations....
Producing data insights and reports that support underwriting decisions and management reporting
Supporting marketing and distribution activities that contribute to business growth
Coordinating with our offshore underwriting support team to ensure post-binding activities are completed accurately and within agreed service levels...
Secure Architecture & Policy Enforcement: Integrate fine-grained authorization and data access control frameworks leveraging Cedar, ensuring alignment with OSI and ODSC guidelines in restricted public sector infrastructure.
Support client workshops and daily interactions: requirements discovery, solution walkthroughs, sprint demos, and retrospectives.
Communicate technical trade-offs and design decisions in clear, non-jargon language appropriate for business stakeholders....
Banking Business Analysis: Act as a hybrid Business Analyst to elicit, analyze, and document complex banking requirements. Translate financial workflows into technical AI use cases on Customer Account Management, Treasury and Trade Finance, Payment and Settlement or Lending / Loan operations would be great values to the position
Regulatory Compliance & Security: Ensure all AI solutions, data pipelines, and system architectures strictly comply with banking industry standards, including HKMA regulations, Anti-Money Laundering (AML), Know Your Customer (KYC), and data privacy laws.
System Troubleshooting: Troubleshoot and debug mission-critical banking applications to ensure zero-downtime functionality and continuous regulatory compliance....