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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
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Type
AnyTechnicalCaseBrainteaserMarket viewFit
Showing 1–2 of 2 · filtered from 100Clear filters
  1. 034Describe what distressed debt is.Credit riskIntermediatetechnicalOaktree Capital ManagementRisk · Los Angeles · 2022

    Say this

    Debt of a company in or near financial distress, trading at a deep discount, usually quoted in cents on the dollar rather than on a yield. The convention is a spread over 1,000 basis points or a price under 70, and the analysis shifts from yield to recovery.

    Then walk it

    1. The mental switch is the key point. For performing credit you underwrite the probability of getting paid the coupon. For distressed you underwrite what the asset is worth in a restructuring and where in the capital structure you sit when it's divided up.
    2. So the work is a valuation exercise plus a legal one. Build an enterprise value under a restructured plan, then walk the waterfall: secured, then unsecured, then sub debt, then equity. The fulcrum security is the one where value runs out, and owning it is how you end up controlling the reorganised equity.
    3. Two strategies, and they're different businesses. Passive: buy mispriced paper and wait. Active or loan-to-own: buy the fulcrum, lead the creditor committee, negotiate the plan, convert to equity.
    4. Risk factors specific to it: process risk, because the outcome depends on a court and on other creditors, not just on the business. Duration risk, because restructurings take years. Illiquidity. And documentation risk, since covenant and intercreditor terms often matter more than the financials.
    5. From a risk-management seat in a distressed fund, the hard problems are valuation of assets with no observable price, position concentration, the fact that VaR is meaningless on paper that doesn't trade, and side-pocket or gate mechanics if investors want out.
    6. The Indian dimension is worth a line: the Insolvency and Bankruptcy Code created a real distressed market after 2016, with ARCs and stressed-asset funds buying from banks. Average haircuts through the IBC have been steep and resolution timelines have run well past the statutory 330 days, which is exactly the process risk you're underwriting.

    Where candidates lose it

    Defining it by price alone and never mentioning the fulcrum security or the capital structure waterfall. Distressed investing is a legal and structural discipline as much as a financial one, and a candidate who can't say what a fulcrum security is has read a definition, not a deal.

    Expect next

    • What is the fulcrum security and why do you want it?
    • How would you value a company in bankruptcy?
    • How would you risk-manage a portfolio of illiquid distressed positions?

    Reported by candidates at Oaktree Capital Management (Risk, Los Angeles, 2022). Source: Wall Street Oasis.

  2. 087What recent trends could affect a distressed credit manager, and how would you risk-manage them?Markets and macroIntermediatetechnicalOaktree Capital ManagementRisk · Los Angeles · 2022

    Say this

    The structural story is that credit has moved from banks to private credit, so the next default cycle will be worked out in funds rather than in syndicates. For a distressed manager that's more opportunity and less price transparency, and the risk management problem is valuation and liquidity rather than direction.

    Then walk it

    1. Trend one, the maturity wall. A large stock of leveraged loans and high yield was issued at very low coupons and has to refinance at much higher ones. Interest coverage is the binding constraint, and that's the mechanism that creates distressed supply even without a recession.
    2. Trend two, private credit's growth. Direct lending has taken a large share of leveraged lending from banks. It means fewer public marks, more covenant flexibility, and workouts negotiated bilaterally rather than through a syndicate. Recovery outcomes become less observable, which is a modelling problem.
    3. Trend three, documentation. A decade of borrower-friendly terms, covenant-lite structures, EBITDA adjustments and the drop-down and uptiering transactions have made the legal position of a lender far less certain. Recovery assumptions built on historical data from tighter documents are too optimistic.
    4. Trend four, dispersion in real estate, especially offices, and in sectors facing structural rather than cyclical decline. Distressed investing in a structurally declining asset is a different underwrite from a cyclical one, because there's no recovery to wait for.
    5. Trend five, dry powder. A lot of capital has been raised for distressed strategies, which compresses returns when the cycle turns and means assets change hands at higher prices than the previous cycle.
    6. Now the risk-management response, which is what makes this a risk answer. Valuation governance first: independent pricing, a documented hierarchy of valuation inputs, and a real process for level 3 assets, because the biggest risk in an illiquid credit fund is that the marks are wrong.
    7. Then liquidity and structure matching. Lock-ups aligned to expected workout duration, careful use of fund-level leverage and NAV facilities, and gate or side-pocket mechanics agreed in advance rather than improvised in a crisis.
    8. Then concentration and documentation risk as explicit limits: single-issuer caps, sector caps, and a legal review that treats intercreditor and covenant terms as a risk factor. And stress testing on recovery rates and on time-to-resolution, because duration risk in a workout is as damaging as loss severity.

    Where candidates lose it

    Giving a macro view with no risk management in it. For a risk seat at a credit fund, the answer has to reach valuation governance, liquidity-structure matching and documentation risk. Naming the private credit shift and its consequence for observable marks is the trend that shows you're current.

    Expect next

    • How would you value a position with no observable market?
    • What does the private credit shift do to recovery data?
    • How would you set a single-issuer limit in a concentrated fund?

    Reported by candidates at Oaktree Capital Management (Risk, Los Angeles, 2022). 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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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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