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Posted 3 hours ago
Senior/Lead Data Scientist (Credit Risk)
LINE MAN WongnaiSenior/Lead Data Scientist (Credit Risk)
Requirements
Bachelor Degree in CS, Statistics, or related field, 5+ years in data science or credit risk modeling, Strong Python and SQL skills, Understanding of PD and ECL concepts, Fluency in English and Thai
Skills
PythonSQLCredit Risk
About the role
About the Company
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 by creating an end-to-end ecosystem that connects consumers, riders, and local businesses nationwide.
Responsibilities
- Develop, implement, and maintain core credit risk models including application scorecards, behavioral models, and PD/LGD/EAD estimation frameworks
- Leverage transactional, behavioral, financial, and alternative unstructured data for feature engineering
- Own ECL measurement and monitoring to ensure models accurately reflect portfolio risk
- Design robust model evaluation, back-testing, and recalibration processes
- Quantify and manage trade-offs between disbursement growth, risk appetite, and profitability
- Design and analyze controlled experiments or policy tests to measure causal impact on risk
- Partner with business, product, engineering, accounting, and operations teams
- Support model governance, documentation, and audit requirements
Requirements
- Bachelor Degree in Computer Science, Statistics, Quantitative Finance, Economics, or related fields
- 5+ years of experience in data science, credit risk, or quantitative modeling
- Experience in BNPL, consumer lending, or fintech is strongly preferred
- Strong understanding of PD, ECL, and portfolio risk concepts
- Strong Python and SQL skills
- Good command of English and Thai
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LINE MAN Wongnai · Bangkok
