Head Of Data Science & Credit Risk
Tasks
- Build decisioning pipelines
- Build early warning systems
- Build experimentation frameworks
- Build partnerships with data providers
- Define data science and credit risk strategy
- Design credit scoring models
- Design customer segmentation models
- Design fraud detection models
- Develop credit risk policies
- Drive A/B testing
- Establish MLOps standards
- Estimate expected credit loss
- Implement causal inference approaches
- Monitor deployed machine learning models
- Optimize capital allocation
- Optimize customer value models
- Optimize provisioning strategies
- Partner with finance product and operations
- Perform stress testing
- Recruit mentor and develop team
- Run portfolio risk analytics
- Set risk thresholds
Perks/Benefits
- Career progression
- Cloud native infrastructure
- Equity participation
- Experimentation focused culture
- High autonomy
- Modern ML stack access
Skills/Tech-stack
A/B | A/B Testing | B testing | BigQuery | Causal Inference | Cloud Data | Cloud Data Platforms | Credit Risk | Credit Scoring | Customer Segmentation | Data Analysis | Data platforms | Early Warning | Early warning systems | Expected Credit Loss | Fraud Detection | GCP | Large Scale Data | Large-scale | Large-scale data analysis | MLOps | MLflow | Machine Learning | Model Monitoring | Model versioning | Near-real-time | Near-real-time Processing | Real Time | Real-time Decisioning | Real-time Processing | SQL | Statistical modeling | Stress Testing | Time processing
Education
N/A
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