Walk Through an Experiment From Design to Decision
Company: Airbnb
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: HR Screen
Overview: Practice walking through an experiment from hypothesis and randomization to results and a launch recommendation. Cover primary metrics, guardrails, sample-ratio checks, instrumentation, effect size, uncertainty, heterogeneous effects, and how to handle conflicting outcomes.