Position Details
About this role
Develop and improve advanced machine learning and statistical models to support credit risk management, loss forecasting, and operational decision-making at SoFi.
Key Responsibilities
- Develop credit risk models
- Forecast losses
- Deploy models
- Create dashboards
- Monitor KPIs
Technical Overview
Utilizes machine learning, statistical modeling, dashboarding, and data engineering within a fintech environment, leveraging Python and SQL for model deployment and validation.
Ideal Candidate
The ideal candidate is a senior data scientist with 5-10 years experience in credit risk modeling, loss forecasting, and model deployment, with strong skills in SQL and Python, and experience in financial analytics within fintech environments.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience in credit risk modeling, No proficiency in SQL or Python, No experience with model deployment, Lack of understanding of financial data
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