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Financial Model Developer

1 week ago

Manila, National Capital Region, Philippines Lazada Full time

Lazada seeks a seasoned Financial Model Developer to join its team. As a key member of the finance department, you will be responsible for developing and validating credit risk models using statistical and machine learning techniques.

Responsibilities
  • Design and implement robust credit risk models that accurately assess lending products;
  • Familiarize yourself with Lazada's credit strategy for retail products, including BNPL/Cash Loan products;
  • Maintain expertise in various credit model algorithms, including logistic regression, decision tree, random forest, GBDT, XGBoost, LightGBM, etc., and apply them according to specific business needs;
  • Broaden your skills in building and optimizing credit scoring models, encompassing data collection, preprocessing, feature engineering, model selection, model training, and evaluation;
  • Independently establish and enhance credit models, adjusting and optimizing them for diverse business scenarios;
  • Stay updated on relevant knowledge in financial risk control, comprehend related laws and regulations, and create feasible credit models based on actual business requirements.