- Develop end to end Credit Risk scorecards ranging from applications to collections scorecard.
- Process Credit Bureau data as relevant for the specific scorecard at hand.
- Prepare modeling data using both internal and external data.
- Monitor models in production. Report model performance and validity statistics.
- Interact with model governance team on model build and model monitoring.
- Recalibrate specific models as per need.
- Develop machine learning models (Random Forest, XG Boost, etc.) using R/Python
- Deploy machine learning models in production
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