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. 009Pitch me a stock.Stock pitchIntermediateevery roundMan GroupEquity Hedge · London · 2016Apollo Global ManagementInvestments · Remote · 2021

   Say this

   Trade first, then the business, then the variant view, then the catalyst, then the risk and what would make you wrong. Ninety seconds. At a hedge fund the variant view and the catalyst are the only parts that get you hired; everything else is table stakes.

   Then walk it

   1. Open with the position, not the company. 'Long X at 62, target 85, roughly 35 percent upside over twelve to eighteen months, and I would size it at 4 percent of the book.' Sizing in the opening line is what separates a fund pitch from a research note.
   2. Two sentences on the business. What it sells, to whom, and the one operating metric that drives the P&L.
   3. The variant view, quantified. 'Consensus has 9 percent revenue growth next year. I think it is 14, because the two contracts announced in April are not in the sell-side models yet and they are worth 5 points of growth.' Name the number consensus has and the number you have.
   4. The catalyst and the clock. What makes the market agree, and when. A quarterly print, a capacity ramp, a contract renewal, an index event, a capital markets day. Without a dated catalyst it is an opinion, not a position.
   5. The bear case with a price on it. 'If the contracts slip a year I lose about 15 percent.' Then the asymmetry: 35 up against 15 down justifies the position even at even odds.
   6. Close with the falsifier and the hedge. The one disclosure you would watch, and how you would express it, whether outright long or paired against a competitor to strip out the sector move.

   Where candidates lose it

   Pitching a mega-cap with a thesis from the financial press. If the reason is in the newspaper it is in the price. Also, never pitch without a number for the bear case and a sizing view. A hedge fund interviewer is testing whether you think in positions, not in recommendations.

   Expect next

   • How would you hedge it?
   • What is the bear case, and what does the stock do in it?
   • Who is on the other side of this trade and why are they wrong?

   Reported by candidates at Man Group (Equity Hedge, London, 2016); Apollo Global Management (Investments, Remote, 2021). Source: Wall Street Oasis.

2. 010What is your variant view on that name, and why is the market wrong?Stock pitchIntermediatesuperdayLong-short equityMulti-manager platforms

   Say this

   A variant view is a specific, numerical disagreement with consensus plus a reason the disagreement exists. Two parts, and people forget the second one. If you cannot say why the market has not already worked it out, you probably do not have an edge, you have a summary.

   Then walk it

   1. State it as two numbers. Consensus 2027 EBITDA is 940 million; my number is 1.15 billion. That gap is the position.
   2. Then the source of the gap. There are only a few legitimate ones: you have better information, you have done work others have not, you have a longer horizon than the marginal holder, or you read the same facts differently.
   3. The structural reasons a gap persists are the most defensible: the stock is under-covered, the disclosure is buried in a segment note, the shareholder base is index and cannot act, or the payoff sits beyond the two-year window most sell-side models run to.
   4. Test it against the price. Run a reverse DCF or an implied-multiple check: what does the current price have to assume? If the market is discounting 6 percent growth in perpetuity and the installed base alone gets you 8, you have located the disagreement rather than asserted it.
   5. Then the falsifier. What observable would tell you consensus is right and you are wrong, and when do you see it? If nothing can, it is a belief, not a thesis.
   6. Be honest about the weakest variant view: 'the market is short-termist' is not an edge, it is a hope. The strongest is a measurable fact you found that is not yet in the numbers.

   Where candidates lose it

   Restating the bull case louder. A variant view has to differ from consensus in a quantified way, which means you must actually know what consensus is. Look up the sell-side number before the interview. Candidates who cannot say what the street has next year lose this question in one sentence.

   Expect next

   • What is consensus for next year?
   • Why has the market not figured this out?
   • What is the one data point that would prove you wrong?
3. 013What is your favourite telecom stock?Stock pitchIntermediatetechnicalBalyasny Asset ManagementGeneralist · New York · 2020

   Say this

   Pick one, commit to it, and make the answer about the sector's economics rather than the company's story. Telecom is a capital intensity and pricing-power question: the winner is whoever earns a return above cost of capital on the network they have already built.

   Then walk it

   1. Frame the sector first, in one line. Telecom is a high fixed cost, low marginal cost, heavily regulated oligopoly where the swing variables are subscriber pricing, capex intensity and spectrum cost.
   2. Then the metrics that matter, which are not the ones from other sectors. ARPU, churn, subscriber net adds, capex as a percent of sales, EBITDA less capex, and net debt to EBITDA. Leverage is structurally high, so the equity is a levered bet on ARPU.
   3. Then the actual pick with a number. For instance, a market where three players have replaced four and tariffs are rising: the operator with the lowest cost per gigabyte and the most spectrum gets disproportionate incremental margin because every new subscriber drops through at near-zero marginal cost.
   4. The India angle is genuinely the best telecom case study going, and worth using if you know it. Tariff repair after consolidation moved ARPU up materially, and the equity story became entirely about whether that pricing held while capex rolled off.
   5. Say the bear case in the same breath. Spectrum auctions are a recurring, unavoidable capital call; a price war resets the whole thesis in a quarter; and regulated markets can hand a windfall to the consumer at any point.
   6. Then the hedge, since this is a hedge fund question. Long the share gainer, short the subscale operator with the same spectrum costs and worse coverage. Same regulatory risk, opposite unit economics, and the trade isolates the operating gap.

   Where candidates lose it

   Answering with a household name and a vague 5G story. The interviewer is testing whether you know the sector's unit economics. If you cannot say ARPU, churn and capex intensity for the name you picked, pick a different sector. Also do not say 'I do not follow telecom' and stop; name what you do follow and offer that instead.

   Expect next

   • What is ARPU doing in that market and why?
   • How would you short telecom?
   • How do you value spectrum?

   Reported by candidates at Balyasny Asset Management (Generalist, New York, 2020). Source: Wall Street Oasis.

4. 015How do you think about the valuation drivers of a name?Stock pitchIntermediatetechnicalBalyasny Asset ManagementEquity Hedge · Chicago · 2021

   Say this

   I reduce the multiple to its drivers rather than treating it as a given: growth, return on incremental capital, and risk. Two companies on the same multiple with different reinvestment economics are not priced the same, and that gap is usually where the trade is.

   Then walk it

   1. Start from the identity. Value is this year's cash flow, grown at g, discounted at r. So the multiple is a function of growth, the cost of capital and how much capital the growth consumes.
   2. Reinvestment is the part people skip. Growth is only valuable if the return on incremental invested capital exceeds the cost of capital. A company growing 15 percent at a 6 percent return on capital is destroying value while looking exciting.
   3. So I run three numbers on every name: organic growth, return on incremental capital, and free cash conversion. Those three explain most of the cross-sectional multiple dispersion inside a sector.
   4. Then I use a reverse DCF to make the multiple concrete. At today's price, what growth and margin does the market require? That converts an abstract multiple into a testable forecast I can agree or disagree with.
   5. Then the risk side: earnings duration, cyclicality, customer concentration, and leverage. A levered cyclical deserves a lower multiple on trough earnings, and mechanical peer-multiple comparisons miss that entirely.
   6. The limitation I would state: multiples embed the market's view of duration, which is unobservable. That is why I use the reverse DCF to find the implied assumption rather than arguing that 14 times is cheap because the peer is on 17.

   Where candidates lose it

   Answering with a list of valuation methodologies. The question asks what drives value, not which spreadsheet you build. Growth, return on incremental capital and risk, then a reverse DCF to make it concrete. A candidate who says 'DCF, comps and precedent transactions' has answered a banking question in a hedge fund interview.

   Expect next

   • Two companies in the same industry trade at 12 and 22 times. What could justify that?
   • How do you use a reverse DCF?
   • When is a low multiple a trap?

   Reported by candidates at Balyasny Asset Management (Equity Hedge, Chicago, 2021). Source: Wall Street Oasis.

5. 016Tell me about the case competition you did, and what happened to the stock afterwards.Stock pitchIntermediatefirst roundPoint72Investment Research · New York · 2026

   Say this

   Know what the stock did after your pitch, and know why. The follow-up is the whole question. Whether it worked matters far less than whether you can say which part of your thesis was right, which was wrong, and what you would do differently.

   Then walk it

   1. Give the pitch in three sentences: name, the variant view, the target. Do not re-present the deck.
   2. Then the outcome with numbers and a date. 'Pitched it at 34 in March, it is 46 now, so up about 35 percent against a flat sector.'
   3. Then the honest attribution, which is the part they are grading. Did it work for your reason or for a different one? A stock that went up because the whole sector re-rated is not a vindicated thesis, and saying so is a strong signal.
   4. If it went against you, that can be the better answer. 'I was right on the volume ramp and wrong on pricing, which I had underweighted because I anchored on management commentary rather than checking channel pricing myself.'
   5. Then the process change. One specific thing you do differently now. That converts a story into evidence that you learn.
   6. Keep tracking it, right up to the interview. Nothing kills this answer faster than not knowing where the stock trades today, because it says you stopped caring once the competition ended.

   Where candidates lose it

   Not knowing the current price. It is the most predictable follow-up in a hedge fund interview and candidates still walk in without it. Second trap: claiming a win that was really a sector move. Interviewers check, and attributing your own P&L honestly is exactly the skill they are hiring for.

   Expect next

   • Where does it trade now, and would you still own it?
   • Was it right for your reason?
   • What would you do differently on the next one?

   Reported by candidates at Point72 (Investment Research, New York, 2026). Source: Wall Street Oasis.

6. 018How would you perform a whitespace analysis?Stock pitchIntermediatecase studyViking Global InvestorsQuantitative Research · New York · 2024

   Say this

   Whitespace analysis maps where a company could sell but currently does not, and then asks how much of that gap is actually reachable. It is a growth-runway tool: define the full addressable grid, mark what is already penetrated, and size the remainder with an honest win rate.

   Then walk it

   1. Build the grid explicitly. Two or three axes that matter: customer segment by geography by product. Cells are combinations, and every cell gets a size and a current penetration.
   2. Get the penetration from disclosure and bottom-up data rather than management's TAM slide. Customer counts, store counts, licence counts, segment revenue, and where possible third-party data like app downloads or job postings.
   3. Then subtract what is not really reachable. Cells owned by an entrenched incumbent with switching costs, cells where the product does not fit without heavy investment, cells where regulation blocks entry. That haircut is the analytical content of the exercise.
   4. Then convert it to a number the model can use. Reachable whitespace times a realistic win rate over a defined period equals incremental revenue, and I would keep the win rate low enough to be defensible, often 10 to 20 percent rather than a third.
   5. Cross-check against history. If the company has been adding 400 customers a year and your whitespace implies 2,000 a year, the whitespace is not the constraint, execution is. Reconcile the two or drop the analysis.
   6. The limitation to say out loud: whitespace tells you the ceiling, not the path. Plenty of companies with enormous whitespace never grow, because the gating factor is sales capacity or the economics of serving the marginal customer, not the size of the opportunity.

   Where candidates lose it

   Producing a large TAM number and calling it a thesis. TAM slides are marketing. A credible whitespace analysis is mostly about what you exclude and the win rate you apply, and it must reconcile with the company's demonstrated rate of expansion.

   Expect next

   • How would you validate the penetration numbers independently?
   • What win rate would you use, and why?
   • Where does this analysis mislead you?

   Reported by candidates at Viking Global Investors (Quantitative Research, New York, 2024). 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.