Define and critique a user activity metric

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Quick Overview

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.

Define and critique a user activity metric

Company: TikTok

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Technical Screen

Overview: 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.

Read the full TikTok Data Scientist interview experience this question came from

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TikTok
Nov 15, 2025
easyData ScientistTechnical ScreenAnalytics & Experimentation
8
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