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. 098Should there be a tax on happiness?Career and fitHardsuperdayBridgewater AssociatesEquity Hedge · Westport · 2025

   Say this

   No, and the reason is measurement and incentives rather than fairness. Taxes need an observable, verifiable base; happiness is self-reported, so any tax on it would be gamed instantly and would punish exactly the behaviour a society wants more of. But the interesting question underneath is whether we should tax consumption that buys status rather than wellbeing, and there I would say yes.

   Then walk it

   1. Take the question seriously and state your reasoning structure before your conclusion. That is the whole test at a firm that asks this: they want to watch you think, not hear an opinion.
   2. Define terms first. A tax needs a base that is observable, measurable and hard to misreport. Happiness fails all three, so the practical objection precedes the philosophical one.
   3. Then the incentive argument. Taxing an outcome discourages producing it. If happiness is partly a product of effort, relationships and choices, taxing it penalises those. Compare with a Pigouvian tax, which we levy on things with negative externalities; happiness has positive ones.
   4. Then the steelman, because refusing to engage with it is the failure mode. There is a real argument that positional consumption imposes an externality: if my spending raises the bar for everyone's sense of adequacy, it makes others worse off, and that is a textbook case for a tax. Progressive consumption taxation is the serious version of this idea.
   5. Then the distributional point. The declining marginal utility of income already underpins progressive taxation, which is arguably a rough approximation of taxing the capacity for happiness that money buys. So a version of this already exists and is defensible.
   6. Then conclude with your view and the condition that would change it. I would not tax happiness; I would tax positional consumption. And if happiness became genuinely measurable and non-gameable, I would revisit the measurement objection but not the incentive one. Then invite the disagreement, because at a firm built on radical transparency, arguing back well matters more than being right first.

   Where candidates lose it

   Treating it as a joke, or giving a confident opinion with no reasoning structure. The firm asking this is explicitly testing how you handle an abstract question in a probing conversation. The other trap is refusing to commit: 'there are arguments on both sides' with no conclusion is the worst answer. Build the argument, take a side, and defend it while genuinely updating if the counterargument is better.

   Expect next

   • What if happiness could be measured perfectly?
   • So what should we tax instead, and why?
   • You have argued for one side. Now argue the other.

   Reported by candidates at Bridgewater Associates (Equity Hedge, Westport, 2025). Source: Wall Street Oasis.

2. 099Is television damaging to society?Career and fitIntermediatesuperdayBridgewater AssociatesGeneralist · Westport · 2024

   Say this

   On balance the medium is neutral and the business model is what does the damage. Television that competes for advertising attention optimises for engagement, which rewards outrage and simplification. The same technology used for education or shared information has been clearly beneficial. So I would say the incentive structure is the variable, not the screen.

   Then walk it

   1. Start by making the question answerable. Damaging compared with what, measured how, and over what period? Time displaced from other activities, effects on civic knowledge, effects on polarisation, effects on children. Naming the metric is the first move.
   2. Then the evidence in both directions, briefly. Broad access to news and education raised shared information enormously; there is also credible research on displacement of reading and social activity, and on attention effects in young children.
   3. Then the mechanism that explains the split. An advertising-funded model monetises attention, so content evolves towards whatever holds it. That selects for conflict and simplicity regardless of anyone's intent, which is a structural argument rather than a moral one.
   4. Then the natural experiment, which is where the answer gets interesting. Social media took the same incentive structure and made it faster, more personalised and algorithmically optimised. If the mechanism is right, the effects should be larger there, and broadly they appear to be. That is a testable implication of my claim and it is the kind of thing worth offering unprompted.
   5. Then the counterfactual test. If television were removed, would the attention go to reading or to something else with the same incentives? That question tells you whether you are indicting the medium or the underlying demand.
   6. Then commit: not damaging in itself, damaging as commercially structured, and the policy implication is about funding models and disclosure rather than about the technology. And then genuinely listen to the pushback, because at a firm that asks these questions the grade is on how you handle disagreement.

   Where candidates lose it

   Giving a cultural opinion rather than an analytical one. The test is whether you can define terms, weigh evidence on both sides, identify a mechanism and commit to a view you can defend. The other trap is being immovable. When the interviewer pushes back, update genuinely if the argument is better; that is the behaviour they are screening for.

   Expect next

   • How would you test your claim?
   • Does the same argument apply to social media?
   • I disagree. Convince me, or tell me why I am right.

   Reported by candidates at Bridgewater Associates (Generalist, Westport, 2024). Source: Wall Street Oasis.

3. 100You have read about our culture. Do you actually think you would align with it?Career and fitHardsuperdayBridgewater AssociatesGeneralist · Westport · 2024

   Say this

   Give a real assessment rather than an endorsement. Name the specific practices, say which ones fit how you already work with evidence, and name the one you would find hardest. A candidate who says they align with everything has not understood a culture built on saying uncomfortable things accurately.

   Then walk it

   1. Be specific about what the culture actually involves rather than quoting the slogan. At a firm built on radical transparency and believability-weighted decision making that means recorded meetings, direct critique in front of others, written assessments of your weaknesses, and disagreement escalated rather than smoothed over.
   2. Then match it to evidence from your own behaviour. Not 'I welcome feedback', which everyone says, but an instance: a time you were told publicly that your analysis was wrong, what you did in the following week, and what changed in your work.
   3. Then the harder direction, which is the better test. A time you told someone senior they were wrong, how you did it, and what happened. Cultures like this need people who will speak up, not just absorb criticism gracefully.
   4. Then name the genuine friction honestly. For most people it is being critiqued publicly without becoming defensive, or having to give hard feedback to someone you like. Pick the one that is true for you and say what you would do about it.
   5. Then say why the trade-off is worth it in your view, in investment terms. Investing is a business where being wrong is normal and expensive, so a process that surfaces errors fast is a competitive advantage rather than a management fashion. That framing shows you understand why the culture exists.
   6. Then leave the conclusion appropriately open: I think I would fit, the part I would have to work at is X, and the honest way to find out is a conversation like this one. Overclaiming certainty about your own fit is itself a failure of the transparency test.

   Where candidates lose it

   Praising the culture. This question is the culture in action, so an unqualified endorsement demonstrates the opposite of what it asks for. Name a specific practice you would find difficult and back your claims with two examples, one of receiving hard feedback and one of giving it. Candidates who cannot produce the second one are not convincing.

   Expect next

   • Tell me about a time you told someone senior they were wrong.
   • Which part of how we work would you struggle with most?
   • What would make you decide this was not the right place for you?

   Reported by candidates at Bridgewater Associates (Generalist, Westport, 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.