Estimation Case: Counting Contractors Who Work on U.S. Homes

Quick Overview

An estimation question asking how many contractors in the United States work on houses. It tests how candidates scope the definition, decide whether to count firms or people, build a transparent estimate from labeled assumptions, and sanity-check the result against an independent angle.

Estimation Case: Counting Contractors Who Work on U.S. Homes

Company: Google

Role: Product Manager

Category: Product / Decision Making

Difficulty: medium

Interview Round: Other

Estimate the number of contractors in the United States who work on houses. Reason from assumptions you state aloud rather than from looked-up figures, show the arithmetic, and land on a number you can defend. The prompt does not define a contractor. Deciding which kinds of work count, and whether you are counting businesses or people, is part of the task. ```hint Settle the definition first Pin down which jobs and which kinds of businesses count before you start multiplying; the definition alone can change the answer several-fold. ``` ### Clarifying Questions - Does "contractor" mean a general contractor who runs whole builds and major remodels, or does it also include specialty trades such as electricians, plumbers and roofers, and handymen? - Should the count be contracting businesses or individual people working as contractors? - Does "house" mean single-family homes only, or also apartment and condo buildings? - Do both new construction and remodeling or repair work count? ### What a Strong Answer Covers - An explicit definition of who counts, and whether firms or people are being counted - A structured path from housing or household figures to a contractor count, with each driver named - Labeled round-number assumptions and arithmetic that is shown and correct - A sanity check from an independent angle, plus the assumption the result is most sensitive to ### Follow-up Questions - How would your estimate change if specialty trades and handymen were in scope? - Which input would you look up first to tighten your range, and why? - If this count fed a decision to build a marketplace where homeowners hire contractors, what would you need to know beyond the headcount?

Overview: An estimation question asking how many contractors in the United States work on houses. It tests how candidates scope the definition, decide whether to count firms or people, build a transparent estimate from labeled assumptions, and sanity-check the result against an independent angle.

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Google
Oct 22, 2023
mediumProduct ManagerOtherProduct / Decision Making
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Estimate the number of contractors in the United States who work on houses. Reason from assumptions you state aloud rather than from looked-up figures, show the arithmetic, and land on a number you can defend.

The prompt does not define a contractor. Deciding which kinds of work count, and whether you are counting businesses or people, is part of the task.

Clarifying Questions Guidance

  • Does "contractor" mean a general contractor who runs whole builds and major remodels, or does it also include specialty trades such as electricians, plumbers and roofers, and handymen?
  • Should the count be contracting businesses or individual people working as contractors?
  • Does "house" mean single-family homes only, or also apartment and condo buildings?
  • Do both new construction and remodeling or repair work count?

What a Strong Answer Covers Guidance

  • An explicit definition of who counts, and whether firms or people are being counted
  • A structured path from housing or household figures to a contractor count, with each driver named
  • Labeled round-number assumptions and arithmetic that is shown and correct
  • A sanity check from an independent angle, plus the assumption the result is most sensitive to

Follow-up Questions Guidance

  • How would your estimate change if specialty trades and handymen were in scope?
  • Which input would you look up first to tighten your range, and why?
  • If this count fed a decision to build a marketplace where homeowners hire contractors, what would you need to know beyond the headcount?