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End-to-End PD System Design

Hard
System DesignCold StartFeature StoreModel Serving

Problem

How would you design an end-to-end machine learning system to predict the probability of default for a small business loan applicant with limited historical credit data on Biz2Credit?

Practicing as: Data Scientist interview at Biz2Credit

Hi, I'll play your Biz2Credit 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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