Estimation question
How many elevators are there in a building?
- Flipkart
- Estimation
- Easy
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What this question tests
Estimation: can you reason through a physical-world Fermi problem by anchoring on building height and code/usage norms.
How to approach it
- Clarify scope: estimate elevators in one representative large building (e.g. a 40-floor office tower) versus a whole city.
- State an assumption for building height, e.g. 40 floors, and typical elevator-to-floor ratios in commercial code (roughly 1 elevator per 8-10 floors of capacity need).
- Adjust for building type: office towers need more elevators for peak-hour capacity than residential buildings of the same height.
- Estimate a range, e.g. 6-10 elevators for a 40-floor office tower, based on the ratio.
- If scoped to a city, multiply by an estimated count of buildings above a certain height threshold in that city.
- State what data would refine it: actual elevator codes (like ASME A17.1 guidance) or a sample of known buildings.
What a strong answer includes
- Explicitly picks a scope (one building vs a city) since the question is ambiguous, and states the choice.
- Uses a floor-to-elevator ratio grounded in real-world code/capacity logic, not a random guess.
- Distinguishes building types (office vs residential) since elevator density differs meaningfully.
- Gives a clear final range with assumptions labeled, not a single falsely-precise number.
Common mistakes
- Not clarifying scope and guessing a number for an undefined building.
- Ignoring that elevator count scales with peak-hour capacity needs, not just height.
Likely follow-up questions
- How would your estimate change for a residential building versus an office tower?
- What real-world data source would you use to sanity check this?
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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