Director/Head of Credit Risk Modeling

Top Priority
LINE MAN
Bangkok|Permanent
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About LINE MAN Wongnai
LINE MAN Wongnai is Thailand’s Leading On-Demand Delivery and Lifestyle e-Commerce platform services. We build technology to help Thai people live better, to empower all local businesses by creating an end-to-end food ecosystem through our channel LINE MAN and Wongnai. Connected consumers, riders, and local businesses and improved the daily life of all parties with restaurants nationwide. And because we are local, we provide the deepest variety and services that are tailor-made for Thai people.

As the Head of Credit Risk Modeling, you will lead the team responsible for building, deploying, and maintaining the core intellectual property of the business: its credit models and data infrastructure. You will bridge the gap between complex data science and business applications, ensuring that every credit decision is backed by robust, stable, and high-performing models.

 

What You’ll Do
1. Risk Modeling & Data Science Leadership

  • Model Ownership: Oversee the end-to-end development and performance of all credit models (e.g., Models A, B, C) used for automated decisioning
  • Performance Monitoring: Establish rigorous monitoring for model drift and stability, ensuring proactive refreshes or returning when performance deviates from benchmarks
  • R&D & Innovation: Lead research into new alternative signals and datasets to improve the "separation" (predictive power) and stability of the models
  • Advanced Analytics: Direct the team in executing complex data science and analysis tasks that drive strategic business insights



2. Strategic Collaboration

  • Risk Alignment: Partner with the Risk & Portfolio department to ensure models align with current underwriting policies and risk budgets
  • Business Growth: Support the Commercial team by providing the data foundation needed for new product launches and portfolio expansion



What You’ll Need:

  • Education: Advanced degree (Master's or PhD) in Data Science, Statistics, Mathematics, Computer Science, or a related quantitative field
  • Experience: 8+ years in data leadership roles, preferably within Credit Risk Modeling in FinTech, Banking
  • Technical Mastery: Deep expertise in credit risk modeling, ML techniques, model validation frameworks, as well as automated underwriting implementation. Familiarity with TFRS9/IFRS9 is strongly preferred
  • Leadership: Proven track record 
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LINE MAN Wongnai
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195 One Bangkok Tower 4, Witthayu Road, Lumphini, Pathumwan, Bangkok, 10330, Thailand
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195 One Bangkok Tower 4, Witthayu Road, Lumphini, Pathumwan, Bangkok, 10330, Thailand
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