Hedge Funds interview preparation

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

AnyCoreIntermediateHard

Type

AnyTechnicalMarket viewBrainteaserCaseFit

1. 073Describe a recent Excel project you worked on and the tools you used.Financing, NAV and operationsCorephone / first roundNorthern TrustHedge Fund · Chicago · 2022

   Say this

   Pick one real thing you built, say what problem it solved, name the specific functions and how it was structured, and finish with what it saved or caught. Concrete and modest beats a list of features you have heard of.

   Then walk it

   1. Structure it as problem, build, result. 'The team was reconciling two position files by eye, about 400 lines, twice a week. I built a reconciliation sheet that matched on a composite key and flagged breaks by type. It went from an hour to about two minutes and it caught a duplicated trade in the first week.'
   2. Name the tools specifically and correctly: INDEX and MATCH or XLOOKUP rather than nested VLOOKUPs, SUMIFS, a proper table structure, conditional formatting for breaks, Power Query for the import, pivots for the summary. If you wrote VBA or a Python script to pull the data, say so and say why.
   3. Say something about structure, because that is what separates a modeller from a spreadsheet user. Inputs on one sheet, calculations on another, outputs on a third. No hardcoded numbers inside formulas. Consistent row logic across columns so a formula copies cleanly.
   4. Mention the controls you built in, which is the whole point in a fund administration or middle office seat: a check row that must sum to zero, a tie-out to the source total, and an error flag if an input is missing.
   5. Have a version-control answer ready. Dated file names at minimum, a change log, and a documented assumptions tab. Operational teams care about this more than about clever formulas.
   6. Then the honest limitation: say what you would do differently now, usually that the process belonged in a database or a script rather than a spreadsheet, and that you would add input validation. That reads as someone who has maintained their own work rather than handed it over.

   Where candidates lose it

   Listing Excel functions as a skills inventory. Interviewers hear that constantly and it proves nothing. One specific artifact with a measurable outcome and a built-in check is worth more. And be ready to be tested: if you claim Power Query or advanced modelling, expect to be asked to explain exactly how you used it.

   Expect next

   • How did you make sure it was right?
   • What would you do differently now?
   • How comfortable are you with Python or SQL for the same job?

   Reported by candidates at Northern Trust (Hedge Fund, Chicago, 2022). Source: Wall Street Oasis.

2. 083What is the angle between the hands of a clock at 3:15?Quant and systematicCorephone / first roundMan GroupEquity Hedge · London · 2016

   Say this

   7.5 degrees. The minute hand is exactly at 90 degrees, but the hour hand has moved a quarter of the way from 3 towards 4, which is a quarter of 30 degrees, so it sits at 97.5. The difference is 7.5.

   Then walk it

   1. Set up the units once and the whole family of these questions becomes trivial. The hour hand moves 360 degrees in 12 hours, so 0.5 degrees per minute. The minute hand moves 360 in 60 minutes, so 6 degrees per minute.
   2. Positions from 12 o'clock: minute hand is 15 times 6, which is 90. Hour hand is 3 times 30 plus 15 times 0.5, which is 90 plus 7.5, so 97.5.
   3. Difference is 7.5 degrees, and it is the smaller of the two angles, which is what the question means unless it says otherwise.
   4. The general formula worth memorising: the angle equals the absolute value of 30 times hours minus 5.5 times minutes. At 3:15 that is 90 minus 82.5, which is 7.5.
   5. The whole trap is the hour hand. Candidates say zero because they picture the hour hand parked on the 3. It is not; it moves continuously, and that is the entire point of the question.
   6. Say the answer, then say the setup in one line. In a phone screen this question is testing whether you can be quick and precise about a small thing, so do not over-narrate.

   Where candidates lose it

   Answering zero. It is by far the most common response and it comes from forgetting that the hour hand moves continuously. Also, say which angle you are giving, the smaller one, and do not spend ninety seconds deriving a formula the interviewer already knows.

   Expect next

   • When is the next time the hands overlap exactly?
   • How many times a day do the hands form a right angle?
   • What is the angle at 9:45?

   Reported by candidates at Man Group (Equity Hedge, London, 2016). Source: Wall Street Oasis.

3. 084I roll two fair dice. What is the probability the sum is 7, and what is the probability of at least one six?Quant and systematicCorephone / first roundWolverine TradingEquity Hedge · Chicago · 2025

   Say this

   A sum of 7 is 6 out of 36, so one in six. At least one six is 1 minus the probability of no sixes, which is 1 minus 25 over 36, so 11 out of 36, a bit under a third.

   Then walk it

   1. Count the sample space first: 36 equally likely ordered outcomes. Ordered matters, and treating the dice as indistinguishable is the classic way to get these wrong.
   2. Sum of 7 has six combinations: 1-6, 2-5, 3-4, 4-3, 5-2, 6-1. So 6 over 36, which is one in six. Worth knowing that 7 is the most likely sum, and the distribution of sums is a triangle peaking at 7.
   3. For at least one six, use the complement. No six on either die is 5 over 6 times 5 over 6, which is 25 over 36. So at least one six is 11 over 36, about 30.6 percent.
   4. Note why it is not 2 over 6. Adding the two individual probabilities double counts the double six, so you subtract it: 6 over 36 plus 6 over 36 minus 1 over 36 equals 11 over 36. Inclusion-exclusion gives the same answer and it is worth saying both ways.
   5. The general rule that follows: for at least one of anything, go to the complement. It converts a messy union into a product, and it is the single most useful reflex in dice and coin questions.
   6. Then the standard follow-up they are setting up: given the sum is 7, the probability that one die is a 6 is 2 out of 6, so one third, because conditioning restricts the sample space to the six ordered pairs. Answer these fast and cleanly, and say the fraction before the decimal.

   Where candidates lose it

   Saying 2 over 6 for at least one six, which double counts the double six. And treating the dice as unordered, which wrecks the sample space. Say 'complement' out loud and do the arithmetic in fractions. At a prop shop these are timed, so speed and a clean statement of the sample space matter as much as the answer.

   Expect next

   • Given the sum is 7, what is the probability one die shows a 6?
   • What is the expected number of rolls until you see a six?
   • I pay you the sum of the dice. What would you pay to play?

   Reported by candidates at Wolverine Trading (Equity Hedge, Chicago, 2025). Source: Wall Street Oasis.

4. 088What does the Indian hedge fund landscape actually look like?India and Category III AIFsCoretechnicalIndian hedge fundsIndian asset management

   Say this

   Small but growing fast, and dominated by long-biased and arbitrage strategies rather than market neutral. The domestic vehicle is the Category III AIF, the capital comes largely from high net worth individuals and family offices, and separately there is a large offshore community of foreign funds trading India through the FPI route.

   Then walk it

   1. Two distinct populations, and it helps to separate them. Domestic managers running Category III AIFs and PMS mandates for Indian HNI money, and offshore funds accessing India as foreign portfolio investors or through participatory notes and swaps.
   2. The domestic side has grown quickly off a small base, with AIF commitments across all categories running into several lakh crore rupees, though Category III is a minority of that and far smaller than the mutual fund industry, which manages tens of lakh crore.
   3. Strategy mix reflects the market's constraints: long-biased equity with index hedging, cash-futures and index arbitrage, event-driven and merger situations, some quant and factor products, and a growing set of credit and structured strategies in Category II.
   4. The talent pool comes from domestic brokerages, mutual fund and insurance research desks, the global banks' and asset managers' India research centres, and increasingly from analysts returning from Singapore, Hong Kong, London and New York.
   5. The structural tailwinds are real: domestic financialisation, systematic investment plan flows creating a deep and steady buyer base, rising HNI wealth, and a deepening derivatives market. The constraints are also real: the short side, the 1 crore minimum, the tax treatment, and a retail-dominated flow environment.
   6. Say the honest strategic conclusion, because that is what an interviewer wants. India rewards fundamental long-biased stock picking in mid and small caps where coverage is thin, and it punishes strategies that need cheap and reliable shorting. Anyone claiming to run a US-style market-neutral book in India should be asked how they source their shorts.

   Where candidates lose it

   Answering as though the Indian market were a smaller copy of the US one. The structure is genuinely different: retail and derivative dominated, steady domestic inflows, weak stock lending. Also be able to name the two populations, domestic AIFs and offshore FPIs, because candidates often only know one of them exists.

   Expect next

   • Where is the best alpha opportunity in India right now?
   • What is the FPI route and how does an offshore fund use it?
   • Why has the mutual fund industry grown faster than AIFs?
5. 090Why do you want to work at a hedge fund?Career and fitCorephone / first roundMan GroupEquity Hedge · Boston · 2019

   Say this

   Because I want the scoreboard. A hedge fund tells you whether you were right, in money, quickly, and the whole organisation is built around that feedback loop. I also want the freedom of the mandate: if I can find the mispricing, I can express it, long or short, rather than being limited to what a benchmark allows.

   Then walk it

   1. Lead with accountability, not with markets. Everyone in the room likes markets. What distinguishes a hedge fund seat is that your work becomes a position and the position becomes a number, and I want to be measured that way.
   2. Then the breadth of expression. The ability to be short, to size by conviction, to hedge out what you do not have a view on. That is intellectually satisfying in a way a long-only relative-return mandate is not.
   3. Then give one piece of evidence from your own behaviour. A personal book you have run for three years with a written thesis per position, a case competition, a published pitch, something you did without being asked. Evidence beats enthusiasm every time.
   4. Then say something specific about this firm, and make it about the process rather than the brand. A systematic and discretionary house, a pod platform, a concentrated fundamental fund and a distressed shop are four different jobs, and knowing which one you are applying to is most of the answer.
   5. Then acknowledge the hard parts without flinching. Short-horizon measurement, drawdown limits, the fact that a large part of the year's P&L can arrive in a few weeks, and the possibility of losing the seat. Saying that you have thought about it reads as maturity, not doubt.
   6. Keep it to about sixty seconds. This is a screening question, not the main event, and a four-minute answer signals you cannot prioritise.

   Where candidates lose it

   Saying 'I am passionate about markets' or citing compensation. Both are non-answers. Also, giving a generic hedge fund answer to a firm with a distinctive philosophy. If they run systematic and discretionary strategies side by side and you talk only about stock picking, you have told them you did not look them up.

   Expect next

   • Why this firm rather than a long-only manager?
   • What would you do if you did not get an offer anywhere in the industry?
   • Which of our strategies interests you and why?

   Reported by candidates at Man Group (Equity Hedge, Boston, 2019). Source: Wall Street Oasis.

6. 091Why a hedge fund and not long-only?Career and fitCorefirst roundMulti-manager platformsLong-only asset management

   Say this

   Because absolute return and the ability to short change the work itself, not just the mandate. A long-only manager has to answer whether a stock beats a benchmark; I would rather answer whether a position makes money. That means shorting, hedging and sizing are part of the analysis rather than someone else's problem.

   Then walk it

   1. Name the substantive difference first. Long-only is a relative-return business measured against an index, so a manager can lose 15 percent and have a good year. Hedge funds are absolute return, so the risk you take is yours to justify.
   2. Then the analytical consequence. If you can short, you must form a view on what is expensive as well as what is cheap, and you have to understand the factor and market exposures embedded in your idea. That is harder and more complete work.
   3. Then the position-level freedom: concentration by conviction, the ability to hedge out the part of the idea you have no view on, and the ability to express a view in the instrument that best fits it.
   4. Then be fair to the other side, which is what makes the answer credible. Long-only offers a longer horizon, deeper company relationships and a genuine compounding mindset, and there are excellent investors who would never want a drawdown stop. I am not saying it is worse; I am saying which set of trade-offs I want.
   5. Then the trade-off you are accepting, stated plainly: a shorter measurement window, tighter risk limits, and less tolerance for being early. A structurally correct three-year call is worth less in a seat with an annual stop, and I have decided I would rather have the feedback loop than the patience.
   6. Then connect it to the seat you are in. If it is a platform pod, talk about the discipline of factor-neutral stock selection. If it is a concentrated fundamental fund, talk about the ability to size large and hold. Those are opposite answers and using the wrong one is a visible mistake.

   Where candidates lose it

   Framing long-only as less rigorous or less prestigious. Interviewers often came from there, and many of the best investors are there. The right answer is a clear statement of the trade-offs you are choosing, including what you give up. Also, do not claim you want to short if you have never had a short idea; expect to be asked for one immediately.

   Expect next

   • Give me a short idea then.
   • What do you give up by being measured over twelve months?
   • Would you rather run a concentrated book or a factor-neutral one?
7. 092Why a hedge fund and not banking?Career and fitCorefirst roundMulti-manager platforms

   Say this

   Because I want to own a view rather than advise on someone else's. Banking is an execution and advisory business where the product is a transaction; investing is a business where the product is a decision that gets marked every day. I want the second one, and I want the judgement to be mine.

   Then walk it

   1. Be precise about the difference rather than vague about passion. A banker is paid for process, relationships and execution quality on a defined mandate. An investor is paid for being right about price. Those reward different skills.
   2. Then the work content. Banking analysts spend most of their time producing materials that communicate a view the client already holds. Hedge fund analysts spend most of their time trying to establish whether a view is true. If you prefer the second, say so with an example of when you chose it.
   3. Then be honest about what banking gives you, because the interviewer probably did it. Modelling discipline, tolerance for volume, transaction mechanics, and a feel for how companies and boards actually behave. If you did a banking stint, frame it as the training that makes you useful on day one.
   4. Then the accountability point, which is the crux. In banking a deal closes and the outcome is someone else's P&L. In a fund, the outcome is your number, and I want that even though it is uncomfortable.
   5. Then evidence that you actually invest, which is non-negotiable in this answer. A personal portfolio with written theses, a pitch you can defend, a stock you were wrong on and what you learned. Without it, the answer is aspiration.
   6. And say the honest caveat, especially if you are a banking analyst: the transition means giving up a structured path and a large platform for a seat where you can be stopped out. I have thought about it and I would rather be measured on judgement than on execution.

   Where candidates lose it

   Criticising banking hours or culture. It reads as escape rather than attraction, and it insults a lot of people in the room. Frame it as what you are moving towards, and bring evidence that you invest already. A candidate who says they want to invest but has never held a position with a written thesis is not credible.

   Expect next

   • What did banking teach you that is useful here?
   • Pitch me something you own.
   • What if you find you miss the deal environment?
8. 094What will you do if you do not get this internship?Career and fitCorefirst roundMan GroupEquity Hedge · London · 2021

   Say this

   Keep doing the same work somewhere else. I would take the closest adjacent seat I could get, sell-side research, a smaller fund, an asset manager, and keep running my own book and writing pitches, because the way into this industry is a track record rather than a particular internship.

   Then walk it

   1. Do not say 'I have no plan B, this is my only goal'. It sounds like commitment and lands as poor judgement. Everyone gets rejected, and they want to know how you respond to it.
   2. Give a specific and realistic alternative path: research at a broker, an asset manager, a smaller fund, a family office, an equity research role at a GCC or a ratings agency. Each of those builds the same skill and people move across from all of them.
   3. Then say what you would keep doing regardless, which is the part that actually answers the question. Maintaining a personal portfolio with written theses, publishing pitches, following your sector through earnings. That is what makes you hireable next year.
   4. Then reframe rejection as information. If I do not get it, I would ask for the reason and work on the specific gap, whether that is modelling speed, sector depth or the quality of my pitches.
   5. Keep it short and keep the tone even. This question is a temperament test more than a planning test. Any hint of entitlement or of catastrophe both read badly.
   6. And if there is a genuinely strong version of your alternative, say it without apology. 'I would take a research seat covering the same sector and reapply with two years of coverage behind me' is a confident answer and it is also what the successful applicants actually do.

   Where candidates lose it

   Either 'this is the only thing I want, I have no alternative', which reads as inflexible, or listing five unrelated industries, which reads as uncommitted. The right answer is one coherent adjacent path plus the work you would keep doing anyway. Keep it under a minute.

   Expect next

   • What would you work on to be stronger next year?
   • Have you applied elsewhere?
   • Tell me about a time you were rejected and what you did.

   Reported by candidates at Man Group (Equity Hedge, London, 2021). Source: Wall Street Oasis.

9. 095Walk me through what you actually do day to day in your current role.Career and fitCorephone / first roundDED.E. ShawPublic Investment · New York · 2026

   Say this

   Describe the work in terms of the decisions it feeds, not the tasks you complete. Three or four concrete things you own, what happens because you did them, and one artifact you built that outlived your involvement. Two minutes maximum.

   Then walk it

   1. Lead with your actual scope. 'I cover eleven names in industrials. I own the models, I write the pre and post-earnings notes, and I run the channel work on two of them.' That sentence tells them more than a paragraph of process description.
   2. Then a day, with the ratio that matters. How much time on maintenance versus new work. Being honest that 60 percent is model and news maintenance is fine and credible; claiming you spend all day generating ideas is not.
   3. Then the decisions your work feeds. Who reads it, what they do with it, and an example where your work changed a position or a recommendation. That is the difference between describing a job and describing your contribution.
   4. Then one artifact. A model, a dataset, a tracker, a process you built that the team still uses. Concrete and checkable.
   5. Then translate it for the seat you are applying to. At a fund, the relevant skills are speed of judgement, the discipline of writing down a falsifiable view, and being useful in an earnings week. Say which parts of your current job train those.
   6. Have the honest self-assessment ready too, because the follow-up is usually about the gap. What you do not yet do that this role requires, and how you have been closing it on your own time.

   Where candidates lose it

   Reciting a job description. Interviewers hear 'I build models and do research' all day. Name the number of names you cover, the ratio of maintenance to new work, and one decision your work changed. Also keep it to two minutes; this is an opener, and candidates routinely burn a quarter of the interview on it.

   Expect next

   • What is the most interesting thing you have found that nobody asked you to look for?
   • What part of the job do you not enjoy?
   • What can you not do yet that this role needs?

   Reported by candidates at D.E. Shaw (Public Investment, New York, 2026). Source: Wall Street Oasis.

10. 096Tell me about a time you did something without being asked to.Career and fitCorefirst roundDED.E. ShawPublic Investment · New York · 2026

    Say this

    Pick something small, verifiable and analytical rather than a leadership story. The point of the question is whether you generate work when nobody is directing you, which is exactly what an investment seat requires. Structure it as the gap you noticed, what you built, and what it changed.

    Then walk it

    1. Choose an example with a measurable outcome. 'Nobody on the team was tracking the pricing on the competitor's website, so I started scraping it weekly. Six weeks later the discounting showed up before it appeared in the quarter, and we cut the position.'
    2. Say why nobody had asked. That is what makes it initiative rather than assignment: you noticed a gap between what the team knew and what it needed to know.
    3. Keep the scale honest. Small and real beats large and vague. A tracker, a dataset, a check that caught an error, a note on a company nobody covered. Interviewers are not looking for a transformation programme from an analyst.
    4. Include the part where you brought it to someone. Unrequested work that nobody ever saw is a hobby. Say how you presented it and what the reaction was, including if the answer was no.
    5. Then the generalisation, briefly. The habit underneath it, whatever it is: reading transcripts of companies you do not cover, keeping a list of open questions per name, maintaining your own screens. One line, not a philosophy.
    6. And if the initiative failed, that can be a stronger answer, provided you say what you learned. 'I built a model of the whole sector before checking whether anyone would use it, and the lesson was to ask what decision my work feeds before I build it.'

    Where candidates lose it

    Telling a leadership or society-president story. At a quantitative or research-driven fund the question is about analytical self-direction, not about organising people. Also, an example with no outcome is not an example. Say what changed because you did it, even if what changed was only your own understanding.

    Expect next

    • What did you do with the result?
    • What made you think that was worth your time?
    • Tell me about something you started and abandoned.

    Reported by candidates at D.E. Shaw (Public Investment, 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.