Airbnb Data Scientist Interview Questions
The questions to prepare for a Airbnb Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Interpret an experiment where the short-term primary metric improves but long-term retention worsens, and decide whether to ship.
AirbnbEvaluates techniques to mitigate behavioral biases that distort experiment conclusions.
AirbnbEvaluates experimental or causal measurement design for pricing and product tier cannibalization.
AirbnbAssesses approaches to causal identification under unobserved confounding.
AirbnbTests SQL window function skills for churn and rolling aggregation features.
AirbnbMeasure sequential Airbnb Homes funnel engagement and drop-off using CTEs, joins, aggregation, and LAG.
AirbnbCalculate month-over-month sales growth for each product category using JOINs and window functions.
Wayfair
REVOLVE
FanaticsAggregate monthly sales by product category and use LAG to calculate month-over-month changes.
Total Wine & More
Inc.
Benjamin MooreTests engineering rigor for reusable preprocessing and reliable evaluation of performance variability.
AirbnbAssesses structured debugging of metric regressions using data and causal reasoning.
AirbnbAssesses end-to-end system design for detecting fraudulent content at marketplace scale.
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