Head Of Data Science & Credit Risk
Tasks
- Build early warning systems
- Build near real time decisioning pipelines
- Build partnerships with data providers and credit bureaus
- Build real time decisioning pipelines
- Conduct stress testing
- Define and lead data science and credit risk strategy
- Design and deploy machine learning models for credit scoring
- Design and deploy machine learning models for fraud detection
- Develop credit risk policies and risk thresholds
- Establish MLOps standards for model deployment
- Model expected credit loss
- Monitor and track model performance in production
- Optimize capital allocation
- Optimize provisioning strategies
- Perform portfolio risk analytics
- Recruit mentor and develop data science and risk teams
- Run experimentation with A B testing
- Translate analytics into executive insights
Perks/Benefits
- Career progression
- Cloud native infrastructure
- Equity participation
- Experimentation focused culture
- Financial inclusion impact
- Modern ML stack access
- Ownership and autonomy
Skills/Tech-stack
A/B | A/B Testing | B testing | BigQuery | Causal Inference | Cloud Data | Cloud Data Platforms | Credit Risk | Credit Scoring | Data Pipelines | Data platforms | Expected Credit Loss | Fraud Detection | GCP | MLOps | MLflow | Machine Learning | Near-real-time | Near-real-time systems | Portfolio Risk | Portfolio risk analytics | Real Time | Real-time Decisioning | Real-time Systems | Risk Analytics | SQL | Stress Testing | Time Systems | 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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