Job Description for Senior Data Scientist:
- Building Machine learning models for credit underwriting
- Exploring different machine learning modelling techniques to build the optimum solution.
- Machine learning model parameter tuning
- Ad hoc Credit analysis
- Create a highly modular code – data extraction layer, data transformation layer, modeling layer, results streaming layer
- Automation of repetitive codes, strong bug fixing skill.
- Manage code repository as well
- Critical: Building credit scoring model for MSME lending
- Immediate joinee
- Strong python skills to develop Credit score models
- Strong Understanding of modelling techniques- XGBoost, Random forest, logistic regression, IV, WOE etc.
- Understanding of Credit Bureau features
- Good at SQL
- Good knowledge in excel