Related skills
sql python pandas pytorch scikit-learn📋 Description
- Build, evaluate, and maintain underwriting models for Cash App Borrow and Afterpay.
- Design and evolve credit decision frameworks, with modeling, automation, and policy logic.
- Design and run experiments to evaluate model performance and inform credit policy decisions.
- Develop understanding of borrower behavior, repayment dynamics, and portfolio structure.
- Build agentic engineering workflows that accelerate development and testing.
- Collaborate with product, eng, legal, compliance, and ops to align credit systems with goals and regs.
🎯 Requirements
- Bachelor's degree in a quantitative field; advanced degrees welcome.
- 10+ years applying AI/ML in decisioning contexts (credit, risk, fraud, recommendations).
- Experience with probabilistic models, calibration, score transformations, interpretation.
- Strong experimentation skills: holdouts, lift, evaluation beyond aggregates.
- Model monitoring, degradation detection, retraining in production.
- Technologies: Python stack; MLflow; SQL; GitHub; GCP/AWS.
🎁 Benefits
- Remote work options for eligible US/Canada candidates.
- Medical insurance and health benefits.
- Flexible time off and work-life balance.
- Retirement savings plans (401k/ equivalents).
- Family planning resources and support.
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