Estimation Drill: Build a US Airport Count, Then Extrapolate It Worldwide

Quick Overview

An estimation prompt that asks for the number of airports in the United States and then worldwide. It tests defining what counts as an airport, choosing a separate driver for each airport type, labeling round-number assumptions, extrapolating sensibly to the world and sanity-checking the totals.

Estimation Drill: Build a US Airport Count, Then Extrapolate It Worldwide

Company: Netflix

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

Without looking anything up, estimate how many airports the United States has, then extend your reasoning to the number of airports worldwide. ```hint Settle what counts first The total swings enormously depending on which facilities you count. Split airports into types that exist for different reasons, and pick a separate driver for each before scaling up to the world. ``` ### Clarifying Questions - Should I count only airports with scheduled passenger flights, every airfield open to the public, or every landing site including private strips, heliports and seaplane bases? - Are military air bases in scope? - Does the US figure include Alaska, Hawaii and the territories? - Would you like a single total for each, or a breakdown by type of airport? ### What a Strong Answer Covers - A clear definition of an airport, with the total split into types that grow for different reasons - A separate driver for each type, with labeled, round-number assumptions - Correct arithmetic carried through to a US figure per type and a US total - A reasoned extrapolation from the US to the world, with a justified adjustment for how aviation differs across countries - Sanity checks and a view of which assumption moves the answer most ### Follow-up Questions - Which assumption has the most influence on your total, and how would you narrow it? - If you had started from annual passenger numbers, what would you have found, and why would it differ from your answer? - How would you estimate how many new commercial airports the world will need over the next 20 years?

Overview: An estimation prompt that asks for the number of airports in the United States and then worldwide. It tests defining what counts as an airport, choosing a separate driver for each airport type, labeling round-number assumptions, extrapolating sensibly to the world and sanity-checking the totals.

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Netflix
May 23, 2024
mediumProduct ManagerOtherProduct / Decision Making
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Without looking anything up, estimate how many airports the United States has, then extend your reasoning to the number of airports worldwide.

Clarifying Questions Guidance

  • Should I count only airports with scheduled passenger flights, every airfield open to the public, or every landing site including private strips, heliports and seaplane bases?
  • Are military air bases in scope?
  • Does the US figure include Alaska, Hawaii and the territories?
  • Would you like a single total for each, or a breakdown by type of airport?

What a Strong Answer Covers Guidance

  • A clear definition of an airport, with the total split into types that grow for different reasons
  • A separate driver for each type, with labeled, round-number assumptions
  • Correct arithmetic carried through to a US figure per type and a US total
  • A reasoned extrapolation from the US to the world, with a justified adjustment for how aviation differs across countries
  • Sanity checks and a view of which assumption moves the answer most

Follow-up Questions Guidance

  • Which assumption has the most influence on your total, and how would you narrow it?
  • If you had started from annual passenger numbers, what would you have found, and why would it differ from your answer?
  • How would you estimate how many new commercial airports the world will need over the next 20 years?