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Auto Loan PD Model Design

Hard
System Designcredit riskModel Serving
Asked 1mo ago|
Santander Consumer Usa
Santander Consumer Usa

Problem

How would you design a model to predict the probability of default (PD) for an auto loan portfolio at Santander Consumer USA?

Practicing as: Data Scientist interview at Santander Consumer Usa

Hi, I'll play your Santander Consumer Usa interviewer for the Data Scientist role. Candidates describe these interviews as mostly positive and moderately difficult, so expect me to be friendly and conversational. Take your time with the question above and answer like we're in the room.

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