Senior Data Scientist (Credit Risk)
Tasks
- Analyze portfolio performance drivers
- Collaborate with cross functional teams on risk appetite
- Design and execute experiments A B testing
- Develop predictive models for credit lifecycle
- Distinguish fraud risk versus credit risk
- Evaluate approval rate loss and profitability tradeoffs
- Implement decisioning logic into production systems
- Monitor model and strategy drift and instability
- Translate model outputs into credit strategy
Perks/Benefits
- 401k matching
- Bonus plan
- Company holidays
- Dental insurance
- Health insurance
- Paid time off
- Remote work option
- Sick time
- Vision insurance
Skills/Tech-stack
A/B | A/B Testing | B testing | Boosting | Bootstrapping | Data Visualization | Decision Trees | Ensemble learning | Excel | Experimental Design | Fraud Detection | Linear Models | Machine Learning | Optimization | Python | SQL | Stochastic Processes
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
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