Position Details
About this role
Lead the development and deployment of advanced risk models for portfolio management and loss mitigation at SoFi, leveraging emerging data sources and machine learning techniques to improve credit risk outcomes.
Key Responsibilities
- Develop risk models
- Manage portfolio loss mitigation strategies
- Incorporate alternative data sources
- Ensure model compliance and governance
- Lead data science team
Technical Overview
Focus on machine learning, statistical modeling, NLP, graph mining, and deep learning within a regulated financial environment, utilizing Python, SQL, and model governance tools.
Ideal Candidate
The ideal candidate is a senior data scientist with 5+ years experience in financial risk modeling, portfolio management, and loss mitigation. They possess strong leadership skills, expertise in machine learning, and experience working with alternative data sources in a regulated environment.
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 risk modeling, No experience with model risk management, No leadership or stakeholder management skills, No experience with financial data sources
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