Estimation question
Estimate the number of planes that are in the air in an hour.
- Estimation
- Easy
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What this question tests
Structured Fermi estimation using known aviation facts and clear assumption chains.
How to approach it
- Clarify scope: estimate globally, at a typical hour, not just US airspace, unless the interviewer specifies otherwise.
- Estimate total commercial flights per day worldwide, using an assumed figure like 100,000 flights a day as a starting point.
- Estimate average flight duration, assumed around 2 hours, to convert daily flights into simultaneous flights in the air.
- Compute: total daily flights times average duration in hours, divided by 24, gives an estimate of planes airborne at any given hour.
- Sanity check against known facts, like flight tracking sites showing roughly 9,000 to 20,000 planes in the air at peak times.
- State the result as a range with the key assumption (100,000 daily flights, 2-hour average) called out explicitly.
What a strong answer includes
- Uses the flights-times-duration-divided-by-24 method, a standard and defensible Fermi technique for this class of problem.
- States the 100,000 daily flights assumption explicitly rather than presenting it as fact.
- Cross-checks the result against a real-world reference point, like known flight-tracker figures, to validate plausibility.
- Delivers a range, not a single overly precise number.
Common mistakes
- Guessing a final number without showing the flights-times-duration calculation.
- Ignoring that 'an hour' likely means airborne planes at any given moment, not total flights per hour.
Likely follow-up questions
- How would this estimate change if you only counted US domestic flights?
- What single assumption would most change your answer if it were wrong?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 2: Data fluency: SQL, logs, and reading the truth yourself
- Chapter 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop