Head Of Data Science & Credit Risk
Tasks
- Apply causal inference
- Build early warning systems
- Build near real time decisioning pipelines
- Build real time decisioning pipelines
- Build segmentation models
- Define data science and credit risk strategy
- Deploy machine learning models
- Design underwriting models
- Develop approval strategies
- Develop credit risk policies
- Develop credit scoring models
- Develop customer value optimization models
- Develop fraud detection models
- Establish MLOps standards
- Manage credit portfolios
- Model expected credit loss
- Monitor model performance in production
- Perform portfolio risk analytics
- Recruit mentor and develop team
- Run A/B testing
- Run stress testing
- Set risk thresholds
- Translate analytics into executive insights
Perks/Benefits
- Access to modern ML stack
- Career progression
- Equity participation
- Fast paced mission driven environment
- Financial inclusion impact
- Ownership and autonomy
- Strong ownership and autonomy
Skills/Tech-stack
A/B | A/B Testing | B testing | BigQuery | Causal Inference | Credit Portfolio | Credit Portfolio Analytics | Credit Risk | Credit Scoring | Data Pipelines | Early Warning | Early warning systems | Expected Credit Loss | Fraud Detection | GCP | MLOps | MLflow | Machine Learning | Model Monitoring | Portfolio analytics | SQL | Stress Testing | Underwriting | Version control
Education
N/A
Roles
Data Science | Data Science Manager | Head | Head of Credit | Head of Credit Risk | Head of Data | Head of Data Science | Manager
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