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Derivatives Foundation interview preparation

The full derivatives syllabus from no-arbitrage pricing through the Greeks, the volatility surface, swaps, CDS and clearing, plus the Indian index-options market. Every question is either traced to a named firm from a public candidate report, or tagged at desk level when we could not trace it - we do not invent attributions.

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Question bank

100 questions, mapped to the firms that asked them

Questions
100
Traced to a firm
29
Firms
19
Updated
September 2026
Asked at
All firmsMSMorgan Stanley4Nomura4Akuna Capital2Amundi2HSBC2PIMCO2Bank of America1Barclays1Citadel1DRW1Goldman Sachs1Jane Street1Millennium Management1Mizuho1Old Mission Capital1RCRBC Capital Markets1Scotiabank1UBS1Wells Fargo Securities1
Topic
All topicsForwards and futures10Options basics8Option pricing7The Greeks10Volatility7Option strategies9Swaps and rates7Credit derivatives4Market structure and clearing6Indian derivatives8Trading and markets9Brainteasers6Fit9
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Type
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Showing 1–1 of 1 · filtered from 100Clear filters
  1. 091How many beds are there in a New York hotel?BrainteasersCoretechnicalHSBCSales and Trading · Hong Kong · 2026

    Say this

    Around 250 to 350 beds for a typical mid-size Manhattan hotel. Build it from the building: about 20 floors, roughly 12 rooms per floor, so around 240 rooms, and about 1.3 beds per room once you account for doubles and suites. That gives roughly 300 beds.

    Then walk it

    1. Clarify the question first — one hotel, not the city, and a typical hotel rather than a specific one. Asking that takes five seconds and prevents answering the wrong question.
    2. Build from the physical structure: a Manhattan hotel on a standard lot, 20 floors, a floor plate that fits about 12 rooms around a central corridor. That is roughly 240 rooms.
    3. Beds per room: most rooms have either one king or two queens. Call it 60 percent single-bed and 40 percent double, so about 1.4 beds a room, less a few floors for lobby, function space and back of house. Round to 300 beds.
    4. Sanity check against known anchors: New York has roughly 120,000 to 140,000 hotel rooms across about 700 hotels, which is an average of about 180 to 200 rooms per property. So my 240 is on the larger side of average, which is fine if I say I am describing a mid-to-large hotel.
    5. That cross-check is the part that earns credit, because it shows I hold one or two real anchor numbers and use them to test a bottom-up estimate rather than relying on either alone.
    6. I would close with the range and the driver: 250 to 350 for a typical property, and the answer scales almost entirely with floors times rooms per floor, so if you tell me it is a 40-storey tower I would double it. Naming what the answer is a function of matters more than the point estimate.

    Where candidates lose it

    Answering a different question — beds in all New York hotels — or giving a number with no structure. Estimation questions are graded on the decomposition and the cross-check, not on accuracy. Build it, then test it against one anchor you actually know.

    Expect next

    • Now estimate the total number of hotel rooms in New York.
    • What is the occupancy rate, and what would that imply for revenue?
    • Which of your assumptions would you check first?

    Reported by candidates at HSBC (Sales and Trading, Hong Kong, 2026). Source: Wall Street Oasis.

Firm tags come from public, anonymous candidate reports on Wall Street Oasis: strong signal, not sworn testimony. Firms are named as the places a question was reported, not as partners of Fin Maverick. Answers are written for this page to show how to think out loud; they are not scripts to recite.

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