Vice President, AI & Data Analytics
Clifford Capital · Singapour
Job description
About the role
This role reports to the Head of AI & Data Analytics and builds the firm's data and AI capabilities from the ground up, working closely with Investment, Risk, Legal, Compliance and Operations teams. It is a hands-on position for someone who can turn business requirements into production-ready solutions, covering credit risk and pricing models, AI-powered document intelligence, portfolio reporting and dashboards, and natural language access to enterprise knowledge via LLMs and RAG.
Key responsibilities
- Develop and maintain predictive models for credit risk, pricing, portfolio analytics and investment decisions, including scenario analysis, stress testing and optimisation.
- Design and deploy AI applications using LLMs, RAG and AI agents, including intelligent document processing and knowledge management.
- Build scalable data pipelines, data warehouses and analytical models, with data quality, governance and monitoring frameworks.
- Integrate structured and unstructured data from internal and external sources into enterprise analytics platforms.
- Build executive dashboards and reporting solutions, define KPIs and deliver insights through visualisation tools.
- Work with stakeholders to identify analytics and AI opportunities, translate technical findings into business recommendations and support AI adoption and governance in a regulated financial services environment.
Required profile
- Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, Finance or a related quantitative discipline.
- 5-8 years of experience in Data Science, Machine Learning, Analytics or AI Engineering.
- At least 3 years in financial services, banking, asset management, private credit, infrastructure finance or a related industry.
- Demonstrated experience delivering production-grade machine learning or AI solutions.
- Preferred: credit risk modelling, project finance, infrastructure finance, private credit or asset-based lending; AI/ML in regulated environments; cloud platforms and modern data architecture; CFA, FRM or similar qualifications.
Required skills
- Python and SQL
- Machine learning, statistics, time series forecasting, NLP, RAG and prompt engineering
- Data warehousing, ETL, batch and streaming data processing, MLOps and CI/CD
- Data visualisation, BI, A/B testing, credit risk analytics, risk modelling and pricing optimisation
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Published 5 hours ago
Expires 1 month from now
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Clifford Capital
Singapour
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