Scorecard Developer (Machine Learning Specialist) - Bengaluru
Bengaluru, Karnataka, India
INR 1000K-2200K (estimate) Mid-level Full Time
Tasks
- Analyze approval cut off and loss trade offs
- Build scoring feature engineering pipelines
- Collaborate with engineering on model operationalization
- Define feature specifications for production
- Develop credit scoring solutions
- Generate PD score calibrations
- Maintain documentation for audit and governance
- Monitor feature drift and score stability
- Tune machine learning models for credit scoring
- Validate models for production decisioning
Perks/Benefits
- N/A
Skills/Tech-stack
Backtesting | Cross-validation | Data Pipelines | Data Quality | Data Validation | Ensemble Methods | Feature Engineering | Feature Selection | Feature Stores | Hyperparameter Tuning | Machine Learning | Model calibration | Monitoring | Python | R | Risk Modeling | SQL | Version control
Education
N/A
Roles
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