1h ago
Staff Data Scientist - Loss Forecasting & Portfolio Analytics
San Francisco, CA
$153,600-$264,000 / year
full-timeseniorFinancial Services
Tech Stack
Description
You will develop loss projections for SoFi's lending products using quantitative and machine learning models, draw strategic insights from data, and collaborate with cross-functional teams to inform decisions and support loss prevention and profit optimization.
Requirements
- 7+ years related experience with Master's/PhD
- Proven analytical skills in loss forecasting model building
- Proficient in Python, SQL, Tableau
- Strong communication and presentation skills
- Prior experience in credit loss forecasting required
Responsibilities
- Develop loss projections for Personal Loans, Student Loan Refinances, Private Student Loans
- Draw strategic insights using statistical analysis to inform loss prevention and profit optimization
- Develop stress testing framework using macroeconomic data
- Improve forecasting accuracy and productivity
- Explore external credit data to identify market trends
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