Katkat

Improve TikTok's Algorithm for Diverse Content Discovery

TikTokData Scientist · Onsite

Last updated

Evaluates product feedback and experiment design for improving content discovery in TikTok-style feeds. Strong answers propose specific improvements, justify impact, define metrics, and plan experiments with guardrails.

Scenario

You are asked for product feedback: you use TikTok regularly; identify pain points and propose concrete improvements.

Question

What aspects of TikTok are you dissatisfied with and how would you improve them? Justify expected user and business impact.

Hints

Think search, content relevance, safety, creator tools, monetization; outline metrics to track post-launch.