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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
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September 2026
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All firmsMSMorgan Stanley4Nomura4Akuna Capital2Amundi2HSBC2PIMCO2Bank of America1Barclays1Citadel1DRW1Goldman Sachs1Jane Street1Millennium Management1Mizuho1Old Mission Capital1RCRBC Capital Markets1Scotiabank1UBS1Wells Fargo Securities1
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All topicsForwards and futures10Options basics8Option pricing7The Greeks10Volatility7Option strategies9Swaps and rates7Credit derivatives4Market structure and clearing6Indian derivatives8Trading and markets9Brainteasers6Fit9
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  1. 078What is the current market sentiment?Trading and marketsIntermediatetechnicalNomuraGlobal Markets · New York · 2026

    Say this

    Answer it with positioning and prices rather than adjectives. Sentiment is observable: where implied volatility sits versus realised, how steep the skew is, what the put-call ratio and futures positioning look like, and how credit spreads are behaving relative to equities. Then say whether sentiment and fundamentals are pointing the same way.

    Then walk it

    1. The measurable sentiment indicators I would name: index implied volatility and its term structure, the skew or 25-delta risk reversal, high yield credit spreads, and CFTC or equivalent positioning data on the major futures.
    2. The most useful single read is often implied versus realised volatility. A low VIX with even lower realised volatility means complacency is cheap; a low VIX against rising realised means the market has not caught up yet.
    3. Then a cross-asset check, because sentiment is only interesting when assets disagree. Equities at highs with credit spreads widening, or gold making highs with real yields also rising, tells you something is unresolved. Consistent moves across assets tell you less.
    4. Then the positioning point, which is where sentiment becomes tradeable: extreme one-sided positioning makes the market fragile to news that would otherwise be minor, because the marginal buyer is already fully invested.
    5. Say it in one line at the end: 'so the market is priced for a benign outcome with low protection demand, which means the payoff to owning tail hedges is better than usual even though nothing is obviously wrong.' That is a sentiment read that ends in a trade.
    6. And the caveat worth volunteering: sentiment is a terrible timing tool. Extremes can persist for quarters, and 'everyone is bullish' has been a losing short signal far more often than a winning one. I would use it for sizing and for hedging cost, not for entry.

    Where candidates lose it

    Answering with a feeling — 'cautiously optimistic', 'risk-on'. On a markets desk, sentiment means observable positioning and prices. Name four indicators, say what they currently show, and finish with what it implies for the cost of protection. Then admit it is not a timing signal.

    Expect next

    • Which single indicator would you rely on most, and why?
    • Where do assets currently disagree with each other?
    • Has extreme positioning ever been a good short signal?

    Reported by candidates at Nomura (Global Markets, New York, 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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