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Hedge Funds interview preparation

Long-short equity, macro, event-driven, distressed, multi-manager platforms and the Indian Category III landscape. 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 — 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
39
Firms
16
Updated
September 2026
Asked at
All firmsMan Group10Balyasny Asset Management7Bridgewater Associates3DED.E. Shaw3Apollo Global Management2KKR2Oaktree Capital Management2Point722SCSquarepoint Capital2ACAQR Capital Management1BGBaupost Group1Coatue Management1HPS Investment Partners1Northern Trust1Viking Global Investors1Wolverine Trading1
Topic
All topicsStrategy taxonomy8Stock pitch10Short selling6Portfolio construction8Risk and drawdown8Performance and alpha7Event-driven and merger arb8Distressed and credit5Fund structure and economics7Financing, NAV and operations6Compliance and research process5Quant and systematic6India and Category III AIFs5Career and fit11
Level
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Type
AnyTechnicalMarket viewBrainteaserCaseFit
Showing 51–60 of 100
  1. 051How do you assess deal-break risk?Event-driven and merger arbHardsuperdayMerger arbitrageEvent-driven

    Say this

    By working through the conditions in the merger agreement one at a time and asking which one could actually fail. In practice almost all breaks come from four places: antitrust or regulatory, financing, the shareholder vote, or a material adverse change claim by a buyer who wants out.

    Then walk it

    1. Regulatory is the biggest and the slowest. Overlap between the parties, market share in the relevant definition, which agencies have jurisdiction, whether a second request or a phase two review is likely, and whether remedies are available. Cross-border adds Chinese and European approvals, which have their own political weather.
    2. Financing next. Is it fully committed, is there a financing condition, is there a ticking fee, and has the credit market moved against the buyer since signing. A buyer whose debt got 300 basis points more expensive has an incentive to find a problem.
    3. Then the vote. Who owns the target, are there activist holders arguing the price is too low, is a proxy adviser recommending against, and is the premium defensible against the unaffected price.
    4. Then the contract itself, which is where the real work is. Read the definition of a material adverse effect and the carve-outs, look at the outside date and extension mechanics, the break fee in both directions, and whether there is specific performance.
    5. Then read the incentives. Strategic buyers close; the risk is regulatory. Sponsor buyers have financing risk and a history of renegotiating price when the world changes. A buyer who has walked before is a different underwriting.
    6. Then price the downside honestly. Undisturbed price, adjusted for how the market has moved since, plus the chance of another bidder. And say the base rate: historically around 5 to 8 percent of announced deals break, so any model implying a 1 percent break probability is wrong.

    Where candidates lose it

    Answering with 'regulatory risk' and stopping. Merger arb is a documents business. Naming the material adverse effect definition, the outside date, the break fee and whether specific performance is available is what distinguishes someone who has read an agreement from someone who has read a headline. Also know the historical break base rate.

    Expect next

    • What is in a typical MAE carve-out list?
    • Would you rather own a spread with a strategic or a sponsor buyer?
    • What do you do when the spread widens on news you already knew?
  2. 052How does a stock-for-stock merger arb trade differ mechanically from a cash deal?Event-driven and merger arbIntermediatetechnicalMerger arbitrageEvent-driven

    Say this

    In a cash deal you only own the target and you are trading an absolute spread. In a stock deal you go long the target and short the acquirer at the exchange ratio, so you are trading the ratio itself, and you inherit a borrow, a dividend obligation and the risk that the ratio is not fixed.

    Then walk it

    1. Set it up concretely. The offer is 0.8 acquirer shares per target share, the acquirer trades at 60, so the implied offer is 48. The target trades at 46, so the spread is 2. You buy 100 target and short 80 acquirer.
    2. Now your P&L is the ratio, not the price. If both stocks fall 20 percent, the spread is roughly intact and you have lost little. That is the attraction: the trade is naturally hedged against market direction.
    3. Borrow becomes central. You need the acquirer borrow for the life of the deal, and it usually gets tight and expensive, because every arb in the trade needs the same short. A recall on the acquirer leg is a real operational risk.
    4. You owe the acquirer's dividends and receive the target's. Net dividend carry can be a meaningful part of the expected return over a nine-month deal, positive or negative.
    5. Collars and floating ratios change everything. A fixed-value collar means the number of shares adjusts within a band, which makes the hedge ratio dynamic and gives the position embedded optionality you have to delta hedge.
    6. And the asymmetry to name: because arbs are systematically short the acquirer, acquirer stocks are pressured after announcement, which is part of why acquirers underperform. That is also why a deal break is doubly painful: the target falls and the acquirer often rallies as the short base covers.

    Where candidates lose it

    Treating the short leg as a detail. The acquirer short is where the operational risk lives: borrow cost, recall, dividends and the arb crowd all being on the same side. Also, if the deal has a collar, the hedge ratio is not static, and missing that means your hedge is wrong from day one.

    Expect next

    • What happens to your hedge if the deal has a fixed-value collar?
    • Why do acquirer shares often fall after announcement?
    • What do you do if the acquirer borrow gets recalled?
  3. 053A deal you own gets a second request from the antitrust authority. Walk me through what you do.Event-driven and merger arbHardsuperdayMerger arbitrageEvent-driven

    Say this

    First reprice the trade rather than react to the print. A second request lengthens the timeline and raises break probability, so the spread should widen; the question is whether it has widened by more or less than the new facts justify. Then decide whether the position is still correctly sized.

    Then walk it

    1. Step one: re-derive the implied probability from the new spread. If the spread went from 3 percent to 9 percent and the undisturbed downside is 20 percent, the market is now implying a much higher break risk. Compare that with your own estimate.
    2. Step two: re-underwrite the substance. What is the theory of harm, is the overlap horizontal or vertical, how large is the combined share in the market definition the agency will use, and are divestiture remedies plausible? Base rates matter: most second requests still end in completion, historically the large majority.
    3. Step three: reset the timeline. A second request typically adds six to twelve months, so the annualised return on the remaining spread can actually fall even as the gross spread widens. Recompute it, because that is where people fool themselves.
    4. Step four: check the agreement. Is the outside date far enough out to survive the review, who bears the obligation to litigate, and is there a reverse break fee if the buyer walks on regulatory grounds.
    5. Step five: size. Higher variance and a longer hold means less capital, not more, unless my own probability estimate is genuinely above the market's. And I would check what else in the book has the same regulatory exposure, because arb books accumulate correlated antitrust risk without noticing.
    6. Then the honest self-check: am I adding because I have new information, or because the position is down and the spread looks attractive? The second is how merger arb books turn a break into a disaster.

    Where candidates lose it

    Automatically adding because the spread widened. Widening on genuine new information is not an opportunity, it is a repricing. Also, forgetting that a longer timeline can reduce the annualised return even when the gross spread doubles. Do that arithmetic out loud and check correlated regulatory exposure across the rest of the book.

    Expect next

    • What proportion of second requests end in a block?
    • Who pays the reverse break fee and when?
    • How would you hedge regulatory risk across the whole book?
  4. 054What is a catalyst, and what makes a good one?Event-driven and merger arbIntermediatetechnicalLong-short equityEvent-driven

    Say this

    A catalyst is a dated, identifiable event that forces the market to reprice. A good one has three properties: it happens on a known timeline, it is material enough to move the numbers, and it resolves your specific disagreement with consensus rather than just being news.

    Then walk it

    1. Dated matters most. 'Eventually the market will notice' is not a catalyst, it is a hope, and it is how a thesis becomes a value trap that ties up capital for three years.
    2. The good ones in practice: an earnings print where your variant number becomes visible, a capacity ramp or product launch, a contract renewal, a refinancing or covenant test, a capital markets day, index inclusion or exclusion, a spin-off, a lock-up expiry, a regulatory decision.
    3. Materiality: it has to change the numbers people model, not just the narrative. A new disclosure that reveals segment profitability can be a bigger catalyst than a product announcement, because it changes the input rather than the story.
    4. Resolution is the subtle one. A good catalyst settles your disagreement either way. If the event can happen and leave the debate exactly where it was, it is not a catalyst for your thesis even if it moves the stock.
    5. Catalysts also enable risk management, which is the hedge fund reason they matter. A dated event gives you a review point and a natural place to size up or cut, so the position has a defined lifespan instead of drifting.
    6. The limitation to say: catalysts get anticipated. If the trade is well known, the move happens before the event and you get the classic sell-the-news outcome. So I would also ask how the stock is positioned going in, not just what is going to happen.

    Where candidates lose it

    Listing events without the dated and resolving criteria. Every stock has news coming. What makes something a catalyst for your position is that it tests your specific variant view on a known date. And do not ignore positioning: a widely anticipated catalyst in a crowded name is a reason to be smaller, not larger.

    Expect next

    • Give me a catalyst on a name you follow and the date.
    • What do you do when a catalyst passes and nothing happens?
    • How does positioning into a catalyst change the trade?
  5. 055What is an activist campaign, and how would you trade one?Event-driven and merger arbIntermediatetechnicalEvent-drivenActivist funds

    Say this

    An activist takes a stake and pushes for a change the market will pay for: a break-up, a sale, a capital return, a management change or a strategy reset. To trade it you underwrite two separate things, the value of the change and the probability it actually happens, and the second is mostly about the shareholder register.

    Then walk it

    1. First, price the gap. What is the sum of the parts or the value under the activist's plan versus the current price? If a conglomerate's divisions are worth 40 percent more separately, that is the prize and it bounds the trade.
    2. Second, the probability, which is a vote-counting exercise. Who owns the stock, how concentrated is it, what have the index funds' stewardship teams done in similar situations, and what will ISS and Glass Lewis recommend. Proxy advisers move a meaningful block of votes.
    3. Third, read the board's position. Is there a staggered board, a poison pill, dual-class shares, or a supportive founder with 25 percent? Any one of those can make a campaign unwinnable regardless of the merits.
    4. Fourth, the timeline and the escalation path. Letter, then meetings, then a public presentation, then a nomination of directors, then a proxy fight to the annual meeting. That gives you the dates to trade around, which is what makes it a position rather than a view.
    5. Fifth, the expression. Long the stock is the simple version. If the outcome is binary and dated, call options can be a better risk-reward. If the campaign will re-rate the whole sector, pair it against a peer to isolate the situation.
    6. The empirical caveat worth citing: the announcement pop is real and well documented, but longer-term outcomes are mixed and depend on the activist and whether the ask is operationally credible. A demand to lever up and buy back stock is easier to win and often worse for the business than a demand to sell a division.

    Where candidates lose it

    Assuming the activist wins. Most campaigns are settled or partially conceded, and some fail completely against a protected board. The analytical content is in the register, the proxy adviser view and the structural defences. Also note that buying after the 13D is buying after the pop, so the trade is about what happens next, not about the announcement.

    Expect next

    • How would you count the votes?
    • Would you rather own the stock or calls?
    • What structural defences make a campaign unwinnable?
  6. 056Describe what distressed debt is.Distressed and creditIntermediatetechnicalOaktree Capital ManagementRisk · Los Angeles · 2022

    Say this

    Debt of a company that the market believes will not be repaid in full, so it trades at a large discount to par, conventionally below 70 cents or at a spread above 1,000 basis points. You are not buying a yield, you are buying a claim on a restructuring and underwriting what that claim recovers.

    Then walk it

    1. The analytical shift is the point. In performing credit you ask whether the company can pay the coupon. In distressed you assume it cannot, value the enterprise, and work out where your claim sits against that value.
    2. So the work is a waterfall exercise. Enterprise value first, then apply it down the capital structure in priority order: super-senior and DIP, secured bank debt, senior unsecured, subordinated, then equity. Wherever the value runs out, that is the fulcrum.
    3. Two distinct approaches, and it is worth naming both. Trading distressed is buying mispriced paper for a recovery, in and out. Loan-to-own is buying the fulcrum deliberately to convert into equity and control the reorganised business.
    4. It is a legal business as much as a financial one. Intercreditor agreements, covenants, collateral perfection, credit bidding rights, voting classes and the cramdown rules determine the outcome more often than the operating forecast does.
    5. The classic mistake is to buy on price alone. Paper at 30 cents is not cheap if the claim is structurally subordinated and recovers 10. Cheapness is expressed relative to modelled recovery, never relative to par.
    6. Say the limitations honestly: illiquid, so marks are estimates and can be stale; the timeline is long and legally uncertain, often 18 months or more; and the supply of opportunities is entirely cyclical, which is why a distressed fund can wait years with dry powder. Oaktree's own framing about the primacy of risk control rather than return maximisation is exactly the right register for this desk.

    Where candidates lose it

    Describing it as high-yield investing with more risk. It is a different discipline: recovery analysis and legal process rather than spread and coupon. If you cannot say the word fulcrum and sketch the waterfall, you have not answered a distressed interviewer's question, and at a firm with a documented risk-first philosophy you should also say what could go wrong before being asked.

    Expect next

    • What is the fulcrum security and how would you find it?
    • How do you value a company in bankruptcy?
    • What is the difference between trading distressed and loan-to-own?

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

  7. 057What is the fulcrum security, and how do you find it?Distressed and creditHardsuperdayDistressed debtSpecial situations

    Say this

    The fulcrum is the most senior claim that does not get paid in full, so it is the layer that converts into the equity of the reorganised company. You find it by valuing the business, then walking the capital structure down in priority order until the value runs out. Whichever tranche is sitting where the money stops is the fulcrum.

    Then walk it

    1. Worked example. Enterprise value 800. Secured bank debt 500, senior unsecured 400, subordinated 200. The banks are covered in full, the seniors receive 300 against 400 claims, so they recover 75 cents and take the new equity. Senior unsecured is the fulcrum; the subs and old equity get nothing or a nuisance tip.
    2. So the first job is the enterprise value, and the whole answer hinges on it. Use a multiple on normalised through-cycle EBITDA plus a liquidation floor on hard assets, and be explicit that you are valuing a restructured business without the current debt burden.
    3. Then build the waterfall properly, which means reading the documents. Structural seniority from where debt sits in the group, collateral and whether the lien is perfected, guarantees from operating subsidiaries, intercompany claims, and any leakage from drop-down or J. Crew style transactions that moved assets away from lenders.
    4. Then add the claims people forget: DIP financing, which is super-priority; administrative and professional fees, which in a long case are enormous; pension deficits; tax claims; and rejected lease and litigation claims that crystallise in the process.
    5. Why it matters: owning the fulcrum means owning the equity upside for a debt price, and it gives you a seat at the negotiating table because your class has to vote on the plan. That control is often worth more than the recovery arithmetic.
    6. The honest limitation: the fulcrum moves. A change in the EBITDA estimate or the exit multiple of one turn can shift it a whole layer, and the process itself can reallocate value through negotiation rather than arithmetic. So I would buy the fulcrum with a margin of safety, or buy the layer just above it and give up some upside for structural protection.

    Where candidates lose it

    Identifying the fulcrum from the capital structure table without an enterprise value. The fulcrum is defined by where the value breaks, so no valuation means no answer. Second trap: ignoring administrative costs and DIP priority, which routinely push the break a layer higher than a clean model suggests.

    Expect next

    • What happens to the fulcrum if your EBITDA estimate is 20 percent too high?
    • What is a DIP loan and why does it price so well?
    • How does a drop-down transaction hurt existing lenders?
  8. 058What is the difference between credit and equity investments?Distressed and creditIntermediatetechnicalKKRDistressed Debt · New York · 2025

    Say this

    Credit has a capped upside and a contractual claim; equity has unlimited upside and no claim at all. That changes the question you ask. In equity you underwrite how good it can get; in credit you underwrite how bad it can get and still get paid.

    Then walk it

    1. The payoff shape drives everything. A bond at par returns the coupon if things go well and nothing extra if they go brilliantly. So credit work is asymmetric downside analysis: the base case is already known, and your job is to price the tail.
    2. Which makes the analytical emphasis different. Equity cares about growth, TAM, reinvestment and multiple expansion. Credit cares about free cash flow versus fixed charges, the maturity wall, covenant headroom, liquidity, and asset coverage in a liquidation.
    3. Credit also has documents and equity does not. Covenants, collateral, guarantees, restricted payment baskets and intercreditor terms are enforceable rights. A credit investor with a blocking position can shape outcomes that an equity holder can only watch.
    4. Priority is the other structural difference. In a downside scenario credit gets paid first and can end up owning the business, which is why distressed credit is the one place where credit investors capture equity-like returns.
    5. Metrics I would actually use: for credit, net leverage, interest coverage, fixed charge cover, free cash flow after capex and interest, and the maturity schedule. For equity, return on incremental capital, growth durability and free cash flow per share.
    6. The honest overlap to name: at a distressed price, credit is an equity investment wearing a bond's clothing, and at a stretched leverage level, equity is a call option on the enterprise. The frameworks converge in the extremes, which is exactly why a credit solutions group inside a firm like KKR sits next to the private equity team rather than away from it.

    Where candidates lose it

    Answering only with 'debt is safer'. The distinctive content is capped upside, contractual rights and priority, plus the different metric set. If you are interviewing for a credit seat, make sure you can name covenants and fixed charge coverage, and say what actually attracts you to a capped-upside payoff.

    Expect next

    • Why would you choose an asset class with capped upside?
    • What covenants would you want in a loan to a cyclical business?
    • When does credit analysis become equity analysis?

    Reported by candidates at KKR (Distressed Debt, New York, 2025). Source: Wall Street Oasis.

  9. 059Why the credit group rather than equities?Distressed and creditIntermediatefirst roundKKRDistressed Debt · New York · 2025

    Say this

    Because the work suits how I think: the question in credit is what happens if this goes wrong, and the answer is enforceable rather than a matter of opinion. I would rather underwrite downside I can document than upside I have to forecast, and the returns come from structuring as much as from being right on the business.

    Then walk it

    1. Be specific about what the seat does, so it is clear you know. Credit solutions and special situations groups provide capital into complicated situations: rescue financing, structured preferred, asset-backed lending, stressed secondaries, and occasionally loan-to-own.
    2. Name what attracts you in process terms. The contract is the edge. You can build downside protection through collateral, covenants and structure rather than hoping the forecast holds, and that appeals to me more than modelling a fifth year of growth.
    3. Name the intellectual content so it does not sound like risk aversion. A rescue financing requires a view on the business, the documents, the other creditors and the sponsor's incentives at the same time. It is a negotiation as much as an analysis.
    4. Connect it to the firm specifically. A credit business inside a large alternatives platform sees flow from the private equity side, sector expertise across the house, and the scale to write a whole solution alone, which is why the situations are often proprietary rather than broadly marketed.
    5. Give the evidence from your own record, whatever it is: a credit modelling project, a restructuring case, a covenant analysis, a distressed pitch. One concrete artifact beats three sentences of enthusiasm.
    6. Then be honest about the trade-off rather than pretending there is none: you cap your upside, the timelines are long and legally grinding, and a good outcome often means getting your money back with a fee. I would rather have that shape than the equity shape, and saying so plainly is more convincing than claiming credit is simply better.

    Where candidates lose it

    Answering as though credit were the consolation prize, or reciting 'downside protection' with no mechanism. Say which protections, name a real situation type the group does, and connect it to something in your own background. Also do not disparage equities; the interviewer's firm almost certainly does both.

    Expect next

    • What deal has this group done that interested you?
    • What is the most interesting credit situation in the market right now?
    • Where do you see yourself in five years, credit or equity?

    Reported by candidates at KKR (Distressed Debt, New York, 2025). Source: Wall Street Oasis.

  10. 060Tell me about recent trends a distressed manager would be affected by.Distressed and creditHardtechnicalOaktree Capital ManagementRisk · Los Angeles · 2022

    Say this

    Three things dominate: the maturity wall of debt raised in the cheap-money years now refinancing at much higher coupons, the rise of private credit changing who holds the paper, and much weaker documents, so lenders have fewer protections than the last cycle. Together they mean more stress with slower, messier resolution.

    Then walk it

    1. Start with rates and the refinancing wall. Loans issued at low single-digit coupons are repricing several hundred basis points higher, and for a leveraged borrower that can consume most of its free cash flow. Interest coverage, not leverage, is the binding constraint this cycle.
    2. Then private credit. A very large share of leveraged lending has moved from syndicated markets to direct lenders, so stress shows up in negotiated amendments rather than in visible secondary prices. Marks are held by the lender, which delays price discovery and makes the cycle look calmer than it is.
    3. Then documentation. Covenant-lite is standard, so there is no maintenance covenant to trip. Defaults happen at a payment date instead of early, which means companies arrive at restructuring with less value left and lenders have less negotiating leverage.
    4. Then liability management, which is the defining feature of the current cycle. Drop-downs, uptiering and other creditor-on-creditor transactions move collateral away from non-participating lenders. That makes intercreditor documents the central analytical exercise and raises the value of a blocking position.
    5. Then the composition. Stress has been concentrated in specific pockets rather than economy-wide: commercial real estate with office valuations and refinancing, some healthcare and consumer services, and highly levered businesses with floating rate debt.
    6. How that changes the job, which is the point of the question: fewer clean recoveries and more negotiation, so a manager values legal capability and the ability to build blocking stakes over screening for cheap paper. And a risk-first manager would say the honest part out loud, that spreads spent long periods too tight to be compensated for this, so patience and dry powder were the correct posture rather than forcing deployment.

    Where candidates lose it

    Giving generic macro commentary. This question is asking whether you follow the credit market specifically. The three details that land are the coverage ratio squeeze rather than leverage, private credit delaying price discovery, and liability management exercises. Refresh the numbers the week of the interview and name a real situation.

    Expect next

    • What is an uptier transaction and why do lenders sue over it?
    • Where in the market would you look for distressed opportunities today?
    • Why have default rates stayed lower than the rate move implied?

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

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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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