Design an Online Experiment
Company: Waymo
Role: Software Engineer
Category: Machine Learning
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates experimental design and causal inference skills for production ML systems, including metric definition, randomization and treatment assignment, statistical analysis, and operational concerns like interference and seasonality.