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Risk Management interview preparation

Market, credit and operational risk, plus model validation, regulatory capital, liquidity and ALM, the statistical foundations and the Indian regulatory syllabus. 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 — and answers lead with the point, then the mechanism, then the limitation.

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Question bank

100 questions, mapped to the firms that asked them

Questions
100
Traced to a firm
37
Firms
12
Updated
September 2026
Asked at
All firmsUBS14MSCI7BLBlackRock5FTFranklin Templeton3Oaktree Capital Management2Scotiabank2Jane Street1Moody's1Neuberger Berman1PIMCO1SSState Street1TSTruist Securities1
Topic
All topicsMarket risk and VaR14Tail risk and stress testing5Greeks and sensitivities5Credit risk11Counterparty risk and CVA6Operational risk5Model risk and validation6Regulatory capital7Liquidity risk and ALM6Statistics and quant foundations7Indian regulation7Risk governance and appetite4Markets and macro9Fit and career8
Level
AnyCoreIntermediateHard
Type
AnyTechnicalCaseBrainteaserMarket viewFit
Showing 1–2 of 2 · filtered from 100Clear filters
  1. 085What happens to stock prices when interest rates, GDP and inflation move?Markets and macroIntermediatetechnicalMSCIReal Estate · Mumbai · 2015

    Say this

    Think of it as a dividend discount model with two moving parts: the discount rate and the cash flows. Rates up hurts the denominator, GDP up helps the numerator, and inflation does both, which is why its net effect depends entirely on why inflation is rising.

    Then walk it

    1. Rates: higher rates raise the discount rate, so all else equal prices fall, and long-duration equities fall most. But rates rarely move alone. If rates are rising because growth is strong, earnings are rising too and equities can go up. The 2022 experience, where rates rose on inflation rather than growth, is the pure discount-rate case and equities fell hard.
    2. GDP: higher growth raises expected earnings, so it's positive for the numerator. The nuance is that markets price the change in expectations, not the level, so a strong print below expectations is bearish. And high-beta cyclicals respond far more than defensives.
    3. Inflation: moderate inflation is broadly neutral to positive because nominal revenues rise with it. High or volatile inflation is negative, because it raises the discount rate, compresses real margins for companies without pricing power, and raises uncertainty, which raises the equity risk premium.
    4. The distinction that makes this a good answer: separate the source of the shock. A demand shock moves growth and inflation the same way, so equities and bonds diverge. A supply shock moves them oppositely, and that's when equities and bonds fall together, which destroys the 60-40 diversification assumption. 2022 was a supply-and-policy shock and both asset classes fell.
    5. Sector dispersion matters more than the index effect. Banks benefit from higher rates through margin, at least until credit costs catch up. Utilities and real estate suffer as bond proxies. Commodity producers benefit from inflation. Long-duration tech suffers from rates. So the index answer hides most of the information.
    6. For India specifically: rates are set against a backdrop where domestic flows dominate, foreign portfolio flows are rate-differential sensitive, and a weaker rupee hurts importers and helps IT services. The rate-to-equity transmission runs partly through the currency and the FPI flow channel, not only through discounting.
    7. And the risk-management version of the answer: this is exactly the set of factors you'd put in a macro stress scenario for an equity book, and the important discipline is making the shocks internally consistent rather than shocking each variable independently.

    Where candidates lose it

    Giving three independent one-liners. The whole content is in the interaction: rates rising on growth is different from rates rising on inflation, and whether bonds and equities fall together depends on whether the shock is demand or supply. Say that and the answer stops sounding like a textbook.

    Expect next

    • When do equities and bonds fall together?
    • Which sectors benefit from higher rates?
    • How would you build this into a stress scenario?

    Reported by candidates at MSCI (Real Estate, Mumbai, 2015). Source: Wall Street Oasis.

  2. 086What is your view of the market right now?Markets and macroIntermediatetechnicalMSCIReal Estate · Mumbai · 2015

    Say this

    Have a view, state it in two sentences, and structure it as valuation, earnings, policy and positioning. Then say what would change your mind. For a risk role the useful addition is what you think is mispriced in risk terms, not just in direction.

    Then walk it

    1. Open with the conclusion, not the survey. Something like: I'd be neutral on index direction and concerned about concentration, because the index level is being carried by a handful of names and the breadth underneath is weak.
    2. Then the four legs. Valuation: where the forward multiple sits against its own history and against bond yields. Earnings: the direction of revisions, which matters more than the level. Policy: the rate path and liquidity conditions. Positioning: who already owns it and how crowded the consensus trade is.
    3. Give one number per leg so it's checkable. A forward P/E, a rough earnings growth expectation, the policy rate, and something on positioning or flows. Four numbers is enough and it's far more convincing than adjectives.
    4. The risk-specific overlay, which is what makes this a good answer in a risk interview: where is the market underpricing risk? Index concentration, so an index position is a much less diversified bet than it looks. Implied volatility relative to realised. Credit spreads relative to default expectations. Crowding in a single trade.
    5. Then falsifiability. Name the two things that would change your view and roughly by when. A view with no falsifier is an opinion; a view with a falsifier is a thesis, and interviewers can tell the difference immediately.
    6. For an India-facing role, have the domestic picture too: Nifty forward multiple against its own history and against emerging market peers, the domestic SIP flow story supporting valuations, the earnings growth expectation, and the small-and-mid-cap valuation gap, which has been the live risk question for Indian equities.
    7. And be honest about your circle of competence. 'I follow Indian equities and US rates closely and I don't have a view on Japanese equities' is a much stronger answer than a shallow opinion on everything.

    Where candidates lose it

    Having no view, or having one with no numbers. Both are fatal and both are common. Prepare four checkable numbers the week of the interview and one falsifier. And in a risk interview, say where risk is mispriced rather than only where prices are going.

    Expect next

    • What would change your mind?
    • Where do you think risk is most mispriced?
    • What's the biggest risk to that view in the next six months?

    Reported by candidates at MSCI (Real Estate, Mumbai, 2015). 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.

Puzzles

100 Risk Management puzzles, solved step by step

Try each one before you read the answer: probability, mental maths and the brainteasers interviewers use to watch you think.

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Case studies

100 Risk Management case studies, worked step by step

A business, its numbers and a task, as in an assessment day or a case round. Work it on paper, then open the solution one step at a time.

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Connections

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Learning

Value at Risk: The Three Methods and the Loss It Never Sees

Learning

Risk Management Basel

Framework

Credit Analysis: Judging Whether the Borrower Can Pay

Learning

Delta Hedging: How a Directional Exposure Is Offset

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Value at Risk: The Three Methods and the Loss It Never SeesRisk Management BaselCredit Analysis: Judging Whether the Borrower Can PayDelta Hedging: How a Directional Exposure Is Offset
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