How do I approach Machine Learning interview questions?

Machine Learning questions require understanding of core concepts and practice. PracHub provides solutions with explanations to help you master machine learning interviews.

What difficulty level is this interview question?

This is a medium difficulty Machine Learning question, commonly asked during Onsite rounds at Gusto.

What role is this question designed for?

This question is commonly asked for Data Scientist candidates at Gusto during technical interviews.

Build a Churn Prediction Model

Last updated: Jun 21, 2026

Quick Overview

This question evaluates a candidate's competency in end-to-end churn modeling, including precise label definition, point-in-time feature engineering and leakage prevention, handling imbalanced/rare positive classes, ranking-focused evaluation, model selection, production scoring cadence, and explainability for stakeholders.

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Build a Churn Prediction Model

Gusto

May 29, 2026, 12:00 AM

mediumData ScientistOnsiteMachine Learning

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