Credit Data Scientist (Credit Analytics) - Bengaluru
Bengaluru, Karnataka, India
INR 2000K-3500K (estimate) Senior-level Full Time
Tasks
- Analyze customer bureau transactional and repayment data to identify risk drivers
- Build and iterate credit risk features and model inputs
- Create governance documentation including monitoring evidence and change logs
- Design run and evaluate credit policy experiments
- Develop monitoring for model and policy performance
- Develop predictive models using machine learning
- Document feature logic and assumptions
- Improve data definitions quality lineage and reproducible pipelines
- Support portfolio analytics including vintage and roll rates
Perks/Benefits
- N/A
Skills/Tech-stack
BigQuery | Calibration | Credit Risk | Cross-validation | Data Lineage | Data Quality | Databricks | Drift Detection | Experimentation | Feature Engineering | Git | Hyperparameter Tuning | Machine Learning | Model Evaluation | Model Monitoring | Python | Reproducible pipelines | SQL | Snowflake | Stability Testing | Statistics
Education
N/A
Roles
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