Define and critique a user activity metric

Company: TikTok

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Technical Screen

Quick Answer: This question evaluates a candidate's ability to design and critique user-activity metrics, covering event-level instrumentation, metric validity, and handling of data quality issues such as spam, bots, and background activity.