Job Description

• Design and build scalable machine learning models using large-scale transaction, behavioral, financial, and credit bureau data to support retail and SME lending in Southeast Asia, covering underwriting, credit limit management, risk-based pricing, and portfolio optimization.
• Extract actionable insights from complex datasets and apply both traditional statistical methods and advanced deep learning techniques to maximize model performance and business impact.
• Partner closely with Strategy and Business teams to define problems, design modeling solutions, and convert insights into measurable outcomes.
• Collaborate with Data Engineering to deploy models into production, enhance performance in live environments, and establish end-to-end monitoring and evaluation mechanisms.
• Continuously explore state-of-the-art methodologies including sequential modeling, graph learning, causal inference, and multi-task learning to ...