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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