Staff Data Scientist - Credit Risk & Propensity Models
San Diego, California, United States
A USD 144K-174K (estimate) Senior-level Full Time
Tasks
- Build propensity conversion and price sensitivity models
- Collaborate on model deployment and governance
- Communicate model performance and tradeoffs
- Conduct A/B testing and experimentation
- Create segmentation frameworks and decision logic
- Detect drift and recalibrate models
- Develop probability of default models
- Optimize funnel performance and approval rates
- Productionize models with data engineering and MLOps
- Validate models and monitor performance
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | B testing | Backtesting | Data Analysis | Drift Detection | Experimentation | Loss forecasting | MLOps | Machine Learning | Model Governance | Model Validation | Performance Monitoring | Portfolio analytics | Probability of Default | Python | Recalibration | SQL | Statistical modeling
Education
Roles
Regions
Countries
States
Cities
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