Estimation question
Estimate AWS's total annual revenue.
- Microsoft
- Estimation
- Medium
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What this question tests
Structured estimation using a top-down market-sizing approach with defensible assumptions.
How to approach it
- Clarify approach: use a top-down method, estimating total global cloud infrastructure spend and AWS's market share, rather than bottom-up.
- Estimate total global cloud infrastructure market size, using an assumed figure grounded in general market awareness.
- Estimate AWS's market share of that total, assumed to be the largest single player at roughly 30 to 35%.
- Multiply market size by share to get an estimated AWS revenue figure.
- Sanity check the result against general awareness of AWS being a large, profitable division within a larger company.
- State the final estimate as a range, with the market size and share assumptions called out explicitly.
What a strong answer includes
- Chooses a market-share top-down method deliberately, explaining why it's more tractable than bottom-up for a company this size.
- States both the market size and share assumptions explicitly as assumptions, not facts.
- Shows the full multiplication clearly so the interviewer can challenge either input.
- Delivers a range and acknowledges the estimate's sensitivity to the market-share assumption.
Common mistakes
- Attempting a bottom-up estimate (servers, customers) when a top-down market-share approach is far more tractable here.
- Presenting a single precise-looking number with no stated assumptions.
Likely follow-up questions
- Which assumption would most change your estimate if you got it wrong?
- How would you sanity check this number against public information?
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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