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Design Therapist-Matching Algorithm

Hard
System DesignRetrievalModel ServingRecommendation Systems

Problem

Given a historical dataset of Spring Health members' symptoms and provider profiles, how would you design and evaluate a therapist-matching algorithm?

Practicing as: Data Scientist interview at Spring Health

Hi, I'll play your Spring Health interviewer for the Data Scientist role. Candidates describe these interviews as often stressful and moderately difficult, so expect me to be direct and to the point. Take your time with the question above and answer like we're in the room.

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