Staff Data Scientist, Portfolio Management

SoFi

San Francisco, CA, USA
Base: $153,600—$264,000 usd; bonus/equity: not spe...
On-site
Develop and deploy machine learning models
Credit risk and operational areas
Sql and python for data solutions
Develop, deploy, and continuously improve machine learning and statistical models and strategies that support various credit and operational procedures including but not limited to portfolio management, loss mitigation, loss forecasting, etc

Job Summary

  • Develop, deploy, and continuously improve machine learning and statistical models and strategies that support various credit and operational procedures including but not limited to portfolio management, loss mitigation, loss forecasting, etc.
  • Present model performance and insights to Credit, Risk, and Business Unit leaders.
  • Collaborate with Data and Engineering teams to improve the model development, deployment, monitoring, and model re-calibration/re-build process.

Matching Summary

Develop, deploy, and continuously improve machine learning and statistical models and strategies that support various credit and operational procedures including but not limited to portfolio management, loss mitigation, loss forecasting, etc.

Salary

Base: $153,600—$264,000 USD; Bonus/Equity: Not specified; Benefits: Competitive

Skills & Requirements

Must-have

  • Develop and deploy machine learning models
  • Credit risk and operational areas
  • SQL and Python for data solutions
  • Data pipelines with SageMaker and Snowflake
  • Collaborate with cross-functional teams

Nice-to-have

  • Experience in lending organization
  • Model risk management collaboration
  • Model documentation and communication

Key Requirements

  • Bachelor's degree in quantitative field
  • 5-10 years of relevant work experience
  • Master's degree preferred

Work Rights

Not specified

Tailored Resume

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