Position Details
About this role
Senior data scientist responsible for monitoring and performance analytics of underwriting models and credit portfolio. Own automated reporting and alerting for model performance at scale and translate analytics into business actions.
Key Responsibilities
- Lead end-to-end monitoring of underwriting model performance and outcomes
- Detect shifts in approval rates and loss performance
- Apply statistical techniques to assess A/B tests and model launches
- Develop and maintain automated reporting, monitoring frameworks, and workflows
- Communicate findings to senior leadership
Technical Overview
Production ML systems, underwriting models, portfolio analytics, A/B testing, causal analysis; using Python (Pandas/Numpy) and SQL for data processing and reporting.
Ideal Candidate
The ideal candidate is a senior data scientist with 6+ years in analytics or data science, strong production ML experience, and a background in consumer finance or lending analytics. They are proficient in Python and SQL and can translate model metrics into clear business actions for leadership.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
No 6+ years analytics experience, No proficiency in Python/Pandas/NumPy/SQL, Inability to communicate with leadership
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