Estimation question
Estimate the number of flights taking off and landing at Mumbai airport in a day.
- Flipkart
- Estimation
- Medium
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What this question tests
Structured estimation: decomposing an unfamiliar number using known facts rather than guessing a final figure.
How to approach it
- State the assumption to confirm: total flights, arrivals plus departures, or just one direction.
- Anchor on a known fact: Mumbai is one of India's busiest single runway pair airports, operating roughly 18 to 20 hours a day.
- Estimate throughput per hour, assuming roughly one movement every 2 to 3 minutes during peak hours given runway constraints.
- Multiply peak hour rate by operating hours, discounting for lower off peak throughput.
- Sanity check against a plausible reference range, near 900 to 950 flight movements a day, and reconcile any gap.
What a strong answer includes
- Anchors on runway capacity as the real constraint, not a top down guess.
- Shows the math explicitly: an assumed movement every 2.5 minutes times an assumed 19 hours gives roughly 450 per direction, doubled for both.
- Sanity checks the result against a plausible real world range instead of stopping at the raw calculation.
Common mistakes
- Guessing a round number with no visible decomposition.
- Ignoring runway capacity as the binding constraint for a busy single runway airport.
Likely follow-up questions
- How would your estimate change if Mumbai had two independent runways?
- What would you check first if your estimate came out 5x higher than industry 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