- Own the end-to-end delivery of models/algorithms across customer life cycle; Develop innovative credit risk / churn / usage models using mobile wallet transaction data, Call data, Telecom usage data, customer bureau data etc.
- Define a roadmap for data collection across telcos, credit bureaus, merchant partners & other 3rd party data sources; deliver on prioritized initiatives to continuously refine models.
- Solid expertise in end-to-end risk model lifecycle management (develop, deploy, monitor)
- Previous hands on in credit, fraud, churn model development and deployment
- Previous experience in PD/EAD/LGD model development/validation
- Experience in CSI/PSI model monitoring process
- Hands on experience in data extraction using SQL/Pyspark SQL; data cleaning, feature creation and building models using Py Spark/Python on Spark; Scale will be a plus.
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