Estimation question
Estimate the amount of gasoline consumed in 24 hours a day.
- Uber
- Estimation
- Easy
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
Start a mock interview on this question · Mock interview from a job description
What this question tests
Whether the candidate can build a clean top-down estimate using population, vehicle ownership, and average consumption assumptions.
How to approach it
- State the scope: assume US gasoline consumption unless told otherwise, and confirm that with the interviewer.
- Estimate the number of registered gasoline vehicles, for example roughly 250 million in the US, as a stated assumption.
- Assume an average of 25 miles driven per vehicle per day and 25 miles per gallon fuel efficiency.
- Multiply: 250 million vehicles times 1 gallon per day (25 miles divided by 25 mpg) gives roughly 250 million gallons per day.
- Sanity check against a known figure, noting that real US daily consumption is around 350 to 370 million gallons, and adjust assumptions if asked to refine.
What a strong answer includes
- States every assumption explicitly (vehicle count, miles per day, fuel efficiency) before multiplying.
- Sanity checks the result against a rough known number instead of stopping at the raw calculation.
- Offers to refine by segmenting vehicle types (trucks versus sedans) if asked for more precision.
Common mistakes
- Skipping the sanity check and leaving an order-of-magnitude error uncorrected.
- Not stating assumptions out loud, making the math impossible to follow.
Likely follow-up questions
- How would your estimate change if electric vehicle adoption doubled?
- What is the biggest source of error in your assumptions?
More estimation questions
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- How many drivers does Uber have in a medium sized US city?Lyft · Estimation · Easy
- How do you go about calculating the TAM, SAM and Target Market for the food tech industry?Uber · Estimation · Medium
- Estimate the fuel consumption of cars in USA.Uber · Estimation · Medium
- How would you determine how many trips are taken on the London Underground each year?Lyft · Estimation · Easy
More questions from Uber
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