Head Of Data Science & Credit Risk
Tasks
- Apply causal inference approaches
- Build early warning systems
- Build machine learning models for credit scoring
- Build machine learning models for customer value optimization
- Build machine learning models for fraud detection
- Build machine learning models for segmentation
- Build partnerships with external data providers
- Define data science and credit risk strategy
- Deploy real time decisioning pipelines
- Design underwriting models
- Develop credit risk policies and approval strategies
- Establish MLOps standards
- Manage capital allocation
- Model expected credit loss
- Monitor model performance in production
- Optimize unit economics and provisioning strategies
- Perform stress testing
- Run experimentation using A B testing
- Run portfolio risk analytics
- Set risk thresholds
- Translate analytics into executive insights
Perks/Benefits
- Access to modern ML stack
- Career progression
- Equity compensation
- Equity participation
- Fast-paced environment
- High-impact mission
- Ownership and autonomy
Skills/Tech-stack
A/B | A/B Testing | B testing | BigQuery | Causal Inference | Cloud Data | Cloud Data Platforms | Cloud platform | Credit Scoring | Customer Segmentation | Data platforms | Early Warning | Early warning systems | Expected Credit Loss | Fraud Detection | Google Cloud | Google Cloud Platform | MLOps | MLflow | Machine Learning | SQL | Stress Testing | Underwriting models
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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