Related skills
aws snowflake sql python tensorflow๐ Description
- Develop and maintain credit risk and repayment models.
- Design predictive features from transaction data.
- Deploy, monitor, and optimize models in production (AWS/Snowflake).
- Build prototypes of new modeling methods for evaluation.
- Analyze credit performance; identify drift and issues.
- Communicate insights to product, risk, and engineering teams.
๐ฏ Requirements
- 5+ years in data science and ML.
- Led end-to-end DS projects from research to deployment.
- Experience building/productionizing credit or risk models.
- Proficiency in Python and ML libraries (TensorFlow, PyTorch, XGBoost).
- Strong SQL; experience with large transactional/time-series data.
- Excellent communication and cross-functional collaboration.
๐ Benefits
- Medical, Dental, Vision coverage with family options.
- Fully-paid parental leave.
- Company-sponsored 401k, HSA, and FSA.
- Unlimited vacation for salaried roles; generous PTO for hourly roles.
- Work from home setup allowance.
- Access to earnings daily on Clair.
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