Seatgeek Data Scientist Interview Questions
The questions to prepare for a Seatgeek Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Explain how to train and evaluate models on highly imbalanced fraud data without relying on misleading accuracy.
SeatgeekExplain how L1 and L2 regularization differ geometrically and probabilistically, grounded in a practical supervised learning example.
SeatgeekIdentify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.
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Framework for choosing a feature's primary success metric and guardrails before launch.
SeatgeekExplain how to reduce memory usage and stabilize a Pandas-based batch pipeline that is failing on larger inputs.
SeatgeekTests probabilistic reasoning for multi-step conversion funnels using historical rates.
SeatgeekTests your approach to root-cause analysis for marketplace health metrics using data and instrumentation.
SeatgeekAssesses practical SQL skills for joining tables and computing aggregated metrics.
SeatgeekCalculate the monthly spending trends for customers using window functions and joins.
The Home Depot
Aviso
World Wide TechnologyAggregate monthly sales by product category and use LAG to calculate month-over-month changes.
Total Wine & More
Inc.
Benjamin MooreUse joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.
Atlassian
Revolut