GoFundMe Data Scientist Interview Questions
The questions to prepare for a GoFundMe Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Build an imbalanced binary classifier for payment fraud detection using cost-sensitive learning, threshold tuning, and precision-recall evaluation.
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Tests advanced SQL skills for building reliable analytics queries.
GoFundMeTests advanced SQL window functions for time-series aggregation by campaign.
GoFundMeCalculate monthly GoFundMe campaign counts and month-over-month growth using CTEs, date functions, joins, and aggregation.
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EquipmentShareUse GROUP BY, HAVING, and ORDER BY to rank GoFundMe campaigns by completed donation totals.
GoFundMeTests understanding of hypothesis testing and interpreting significance for conversion metrics.
GoFundMeAssess precision and recall for a model and explain how the threshold changes the tradeoff.
GoFundMeTests experiment design, guardrails, and donor trust considerations for pricing changes.
GoFundMeTests product sense and modeling for revenue optimization under user behavior constraints.
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