Estimation question
Estimate the number of flights currently in operation.
- Estimation
- Easy
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What this question tests
Estimation skill: structured decomposition of a Fermi problem with clearly stated, reasonable assumptions.
How to approach it
- Clarify scope: commercial passenger flights in the air at a given moment, worldwide.
- Estimate total daily flights globally, using an assumed figure like 100,000 flights per day as a reasonable anchor.
- Estimate average flight duration, e.g. assume 2 hours on average across short and long haul.
- Estimate what fraction of the day flights are airborne versus on the ground, based on average duration versus a 24-hour day.
- Combine the numbers: daily flights times average duration divided by 24 hours to estimate flights in the air at once.
What a strong answer includes
- States each assumption explicitly and flags it as an assumption, e.g. 'I will assume 100,000 daily flights.'
- Shows the math clearly: 100,000 times 2 hours divided by 24 hours equals roughly 8,000 flights airborne at once.
- Sanity-checks the result against a known reference point, like flight-tracking sites reporting similar figures.
- Explains how the estimate would change for peak versus off-peak hours.
Common mistakes
- Guessing a final number with no visible decomposition or reasoning.
- Using clearly unreasonable assumptions, like a 10-hour global daily flight average.
- Not sanity-checking the final answer against any real-world reference.
Likely follow-up questions
- How would your estimate change for a peak travel day like a holiday?
- How confident are you in this estimate, and why?
- How would you validate this number with real data?
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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