Head Of Data Science & Credit Risk
Tasks
- Allocate capital based on risk
- Apply causal inference methods
- Build early warning systems
- Build real time decisioning pipelines
- Build underwriting models
- Conduct portfolio risk analytics
- Define data science and credit risk strategy
- Deploy credit decisioning systems
- Design customer value optimization
- Design machine learning for credit scoring
- Design machine learning for fraud detection
- Design machine learning for segmentation
- Develop data partnerships with credit bureaus
- Establish MLOps standards
- Improve credit risk policies
- Lead experimentation with A B testing
- Model expected credit loss
- Monitor model performance in production
- Optimize Unit Economics
- Optimize approval strategies
- Optimize provisioning strategies
- Recruit mentor and develop teams
- Run stress testing
- Set risk thresholds
Perks/Benefits
- Access to modern ML stack
- Career progression
- Equity participation
- Experimentation focused culture
- Fast paced mission driven environment
- High-impact role
- Ownership and autonomy
- Strong growth opportunities
Skills/Tech-stack
A/B | A/B Testing | B testing | Causal Inference | Cloud Data | Cloud Data Platforms | Cloud platform | Credit Risk | Credit Scoring | Customer Value | Customer Value Optimization | Data platforms | Expected Credit Loss | Fraud Detection | Google BigQuery | Google Cloud | Google Cloud Platform | MLOps | MLflow | Machine Learning | Model Monitoring | Near-real-time | Near-real-time systems | Real Time | Real-time Decisioning | Real-time Systems | SQL | Statistical modeling | Stress Testing | Time Systems | Underwriting | Value optimization | Version control
Education
N/A
Roles
Data Science | Head | Head of Credit | Head of Credit Risk | Head of Data | Head of Data Science
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