Related skills
forecasting sql machine learning dashboards regressionπ Description
- Define logic for credit line increases, decreases, and exposure management
- Develop strategy and implementation for balance transfers and spend campaigns
- Build feedback loops between portfolio performance and policy triggers
- Develop processes for loss forecasting and delinquencies
- Build and maintain automated dashboards to track KPIs
- Design and run A/B tests to evaluate new strategies
π― Requirements
- 5β10 years in credit risk strategy, portfolio management, or underwriting
- Deep expertise in consumer credit portfolio management and loss forecasting
- Experience leveraging behavioral and bureau data to optimize strategies
- Strong SQL skills to build/evaluate credit strategies and track performance
- Familiarity with credit risk models (regression and tree-based machine learning) and decision engines
- Excellent communication translating tradeoffs to execs and compliance
- Proactive, bias-to-action mindset driving decisions forward
π Benefits
- Meaningful startup equity
- 100% health, vision & dental primary coverage
- 75% dependent coverage for health, vision & dental
- Catered lunches
- $250/month commuter benefit
- Parental leave
π Relocation support
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