Jane Street · Trading & Market Making
Estimate the Number of Florists in Sydney and Make a Market
TrueInterview
October 7, 2026 · 1 min read
Work out how many florist businesses run in Sydney through a transparent Fermi model. Then put a two-sided market around that figure and describe how model uncertainty sets the spread, plus how you would revise after a small piece of evidence arrives.
Constraints & Assumptions
- You cannot look anything up online while estimating.
- What matters is a reasoning chain you can defend, not knowing the real number.
- Say explicitly whether your geographic unit and your definition of a business cover suburbs, market stalls, and sellers who operate only online.
Clarifying Questions to Ask
- Which boundary marks Sydney for the purposes of this estimate?
- Should a single shop site be counted apart from a single business?
- What trade size is allowed, and what level of loss should shape the market?
What a Strong Answer Covers
- A breakdown driven by population and demand, or by neighborhood density, with units spelled out.
- Cross-checks that reach the answer by a separate route.
- A middle estimate plus an uncertainty band linked to the assumptions.
- A bid and an ask pointing the right way, with a spread broad enough to cover the uncertainty you claimed.
- An update in the Bayesian spirit that adjusts the assumption that matters instead of nudging the quote at random.
Follow-up Questions
- Suppose one suburb turns out to have 12 florists — how does that shift the estimate?
- Which assumption drives the most variance?
- What happens to your spread once you have several correlated observations?
Overview: Build a transparent Fermi estimate of Sydney's florist businesses, verify it through an independent route, offer a two-sided market you can defend, and revise the assumptions as new evidence comes in.
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