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YouTube Data Throughput Estimation

Last updated: Mar 29, 2026

Quick Overview

This question evaluates product management estimation skills, including quantitative throughput calculation, clear assumption articulation, and familiarity with product analytics and capacity planning for a large video streaming platform.

  • medium
  • Google
  • Product / Decision Making
  • Product Manager

YouTube Data Throughput Estimation

Company: Google

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Technical Screen

##### Question Estimate how much data YouTube streams to users worldwide in a typical 24-hour period. Walk through your assumptions, calculations, and sanity checks; then present the final estimate. ​ ##### Hints Think about average watch time, video bitrates, and daily active users; clearly state each assumption before using it.

Quick Answer: This question evaluates product management estimation skills, including quantitative throughput calculation, clear assumption articulation, and familiarity with product analytics and capacity planning for a large video streaming platform.

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Google logo
Google
Jul 4, 2025, 8:28 PM
Product Manager
Technical Screen
Product / Decision Making
6
0

Estimation Challenge: YouTube Daily Data Streamed

Problem

Estimate how much data YouTube streams to users worldwide in a typical 24-hour period.

  • Walk through your assumptions, calculations, and sanity checks.
  • Present the final estimate.

Hints

  • Consider daily active users, average watch time per user, and average video bitrates.
  • Clearly state each assumption before using it.

Solution

Show

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