Estimation question
What is the decrease in percentage of cab rides in post covid times compared to pre covid times?
- 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
Estimation skill through structured reasoning, not the specific number, checking assumptions are stated and logic is sound.
How to approach it
- Restate the question precisely: percentage decline in cab or ride-hailing rides comparing a post-pandemic period to a pre-pandemic baseline.
- State the baseline assumption, for example pre-pandemic ride volume driven heavily by daily commuting and airport trips.
- Identify the key behavior shifts: reduced commuting due to remote or hybrid work, and reduced business and airport travel during the acute pandemic period.
- Assign illustrative percentage drops to each segment, clearly marked as assumptions, such as a large drop in commute-driven rides and a smaller drop in leisure or local rides.
- Weight the segments by their assumed share of total pre-pandemic ride volume to compute a blended estimate.
- State a final illustrative range, for example a 15 to 25 percent decline blended across segments, and note the range would narrow with real data on segment mix.
What a strong answer includes
- Breaks total ride volume into commute, leisure, and airport/business segments rather than guessing one flat percentage.
- Clearly labels all percentage assumptions as illustrative, for example assuming a 40 percent drop in commute rides due to remote work.
- Shows the math combining segment weights and assumed declines into one blended range, not just a single guessed number.
- Notes that by the current period, some rebound has likely occurred as offices reopened, and adjusts the estimate accordingly rather than assuming pandemic-peak conditions persist.
Common mistakes
- Giving a single guessed percentage with no segment breakdown or stated assumptions.
- Ignoring that behavior has partially rebounded since the acute pandemic period.
- Not showing the arithmetic connecting assumptions to the final number.
Likely follow-up questions
- Which segment do you think drove the largest share of the decline, and why?
- How would your estimate change for a city with a high share of tourism versus commuting?
More estimation questions
- How many elevators should an average office building have?Google · Estimation · Easy
- How many kindergarten teachers are there in USA?Google · Estimation · Easy
- Estimate the number of Uber rides.Google · Estimation · Easy
- You have a grocery delivery service (similar to Blinkit or Instamart) that ships pan India within 24 hours. Without searching online for specific details, estimate how many 1-ton trucks you need to operate this service using the power of logic based on assumptions (e.g., assuming that India has 1.4 billion people of which you have a 25% market share).LinkedIn · Estimation · Medium
- How many videos can you watch with 2 GB of data?Google · Estimation · Easy
- Estimate the number of students and interns in and around New York.Google · Estimation · Easy
More questions from LinkedIn
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