Position Details
About this role
This role involves developing and deploying machine learning and statistical models to support credit risk assessment, portfolio management, and loss forecasting at SoFi.
Key Responsibilities
- Develop machine learning models
- Implement statistical models
- Collaborate with teams
- Create dashboards
- Monitor model performance
Technical Overview
The technical environment includes machine learning algorithms, statistical modeling, SQL, Python, dashboards, and KPI tracking tools, primarily for credit and risk analysis.
Ideal Candidate
The ideal candidate is a mid-level data scientist with 2+ years of experience in machine learning and statistical modeling, proficient in SQL and Python, capable of deploying models and creating dashboards to support credit risk and operational decisions.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Less than 2 years of relevant experience, No proficiency in SQL or Python, Lack of advanced modeling experience
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