Equity Research interview preparation

Questions

100

Traced to a firm

72

Firms

45

Updated

September 2026

Asked at

All firmsMorningstar12Man Group6Balyasny Asset Management5BLBlackRock5FTFranklin Templeton5MSCI5Jefferies4CSCredit Suisse3Fidelity Investments3Moody's3Perella Weinberg Partners3Point723S&P Global3The Vanguard Group3WMWellington Management3Advent International2Apollo Global Management2Bank of America2Carlyle Group2DED.E. Shaw2Houlihan Lokey2HSBC2Piper Sandler2Sequoia Capital2SSState Street2Viking Global Investors2WBWilliam Blair2ACAQR Capital Management1BGBaupost Group1BMBNY Mellon1Centerview Partners1Coatue Management1Goldman Sachs1GSGuggenheim Securities1HWHarris Williams1Insight Partners1Invesco1Mizuho1Moelis & Company1MSMorgan Stanley1PIMCO1SCSchroders1Scotiabank1T. Rowe Price1TSTruist Securities1

Topic

All topicsResearch process9Stock pitch6Company analysis8Investment philosophy5Valuation14Modelling2Portfolio and risk8Macro8Sector knowledge2Accounting8Career and fit12Industry knowledge6Quantitative research1Sector: technology3Sector: consumer1Sector: healthcare1Sector: energy1Sector: financials2Sector: industrials1Case and estimation2

Level

AnyCoreIntermediateHard

Type

AnyTechnicalCaseFitBrainteaserMarket view

1. 051How do you assess management quality?Company analysisHardtechnicalMorningstarEquity Research · Chicago · 2023

   Say this

   By their record on capital allocation, not by how impressive they are in a meeting. Look at what they bought, what they returned, what they promised and what they delivered.

   Then walk it

   1. Capital allocation first: the returns on the acquisitions they made, whether buybacks were executed at low or high valuations, and whether reinvestment earned above the cost of capital.
   2. Promises versus delivery: pull guidance from three and five years ago and compare it to what happened. Chronic over-promising is the most reliable negative signal available.
   3. Incentive structure: what are they actually paid on? EPS targets encourage buybacks and acquisitions regardless of value; ROIC or total shareholder return targets align better. Read the remuneration section, because it predicts behaviour.
   4. Insider ownership and trading: meaningful personal ownership relative to their salary matters far more than the raw percentage.
   5. Communication quality: do they disclose the metrics that would reveal a problem, or only the flattering ones? Did the definition of the adjusted metric change when it stopped working? Changing the goalposts is a red flag.
   6. And behaviour in the bad period. Anyone looks good in an upcycle. How they behaved in the last downturn, whether they cut the right things and whether they were honest about it, is the real test.

   Where candidates lose it

   Relying on impressions from management meetings. Good management teams are selected for being persuasive, so charisma is an unreliable signal. The evidence is in the capital allocation record and the remuneration policy.

   Expect next

   • What is the best evidence of poor capital allocation?
   • How do incentives change behaviour?
   • What would you ask a CEO in a one-on-one?

   Reported by candidates at Morningstar (Equity Research, Chicago, 2023). Source: Wall Street Oasis.

2. 052What would you ask a CEO or CFO in a one-on-one meeting?Research processHardsuperdayMoody'sCorporate Finance · New York · 2018

   Say this

   Ask what you cannot get from the filings: intent, trade-offs and things they have decided not to do. Never ask for a number that is already disclosed.

   Then walk it

   1. Capital allocation intent: what returns do you require from an acquisition, and how does that compare to buying back your own stock at today's price? The answer reveals whether they think in returns or in empire.
   2. Trade-offs: if you had to choose between defending margin and defending share next year, which do you choose? This forces a real answer rather than a rehearsed one.
   3. Competitive reality: which competitor worries you most and why? CEOs answer this more candidly than they should, and it is genuinely informative.
   4. Leading indicators: what internal metric do you watch weekly that we do not see? Sometimes they name it, and now you know what to ask about every quarter.
   5. Then the question that surfaces the risk: what would have to go wrong for you to miss the plan? The hesitation matters as much as the answer.
   6. Then listen for what they avoid. In a thirty-minute meeting the topics they steer away from are usually the ones worth modelling.

   Where candidates lose it

   Asking questions answered in the last filing. Access is scarce and wasting it marks you as unprepared. Every question should be about judgement, intent or something not disclosed.

   Expect next

   • What if their answers contradicted the filings?
   • How much weight do you put on management meetings?
   • How would you verify what they told you?

   Reported by candidates at Moody's (Corporate Finance, New York, 2018). Source: Wall Street Oasis.

3. 053How would you check a company's claims independently?Research processHardtechnicalPoint72Investment Research · New York · 2026

   Say this

   Triangulate from sources the company does not control: customers, suppliers, competitors, ex-employees, regulatory filings, import and export data, job postings and pricing you can observe yourself.

   Then walk it

   1. Channel checks: talk to distributors, customers and competitors. If a company claims it is taking share, the people losing it will know.
   2. Alternative data: web traffic, app downloads, credit card panels, satellite imagery of car parks or storage tanks, shipping and customs data. Each is noisy alone but they corroborate.
   3. Public records nobody reads: regulatory filings in other jurisdictions, patent filings, litigation dockets, local permits, and the subsidiary accounts filed in countries with granular disclosure.
   4. Hiring data: job postings reveal expansion plans, technology stacks and which functions are growing, usually before anything is announced.
   5. Cross-check within the filings themselves: segment disclosures, the tax footnote and geographic breakdowns often disagree with the narrative in the press release.
   6. And the boundary that matters professionally: everything must be from public or properly sourced channels, with no material non-public information from an insider. In a hedge fund interview, saying that unprompted is the right instinct, because it is a compliance question as much as a research one.

   Where candidates lose it

   Not mentioning the compliance boundary. In a multi-manager or hedge fund interview, an enthusiastic answer about getting information from insiders is disqualifying. Name public sourcing and expert-network rules explicitly.

   Expect next

   • What are the compliance limits on expert calls?
   • How do you weigh noisy alternative data?
   • Give me an example where a check changed your view.

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

4. 054What is the difference between EV/EBITDA and P/E, and when do you use each?ValuationCorephone / first roundWBWilliam BlairInvestment Banking · Chicago · 2026

   Say this

   EV/EBITDA values the whole enterprise before capital structure and depreciation policy, so it is for comparing operating businesses. P/E values the equity after everything, so it reflects leverage, tax and accounting choices.

   Then walk it

   1. Use EV/EBITDA when companies differ in leverage, tax position or depreciation policy, and in any M&A context, because a buyer takes the enterprise and refinances it.
   2. Use P/E when comparing similar companies in the same jurisdiction with similar capital structures, and when talking to equity investors who think in earnings per share.
   3. P/E's weaknesses: it is distorted by leverage, by one-offs, by tax rate changes and by share buybacks, and it is meaningless with negative earnings.
   4. EV/EBITDA's weakness: it ignores capital intensity entirely, so two companies with identical EBITDA but very different CapEx look identical when they are not.
   5. For financials you use neither in the usual form. Price to tangible book against ROTE, because enterprise value has no meaning for a bank.
   6. In practice a research note shows both plus a cash-flow-based measure like free cash flow yield, and the interesting analysis is usually where the two multiples disagree, because that gap is telling you something about leverage or capital intensity.

   Where candidates lose it

   Reciting definitions without saying when each breaks. And forgetting that for banks and insurers both are inappropriate, which is the follow-up that catches people.

   Expect next

   • Why can you not use EV/EBITDA for a bank?
   • What if the two multiples disagree?
   • What does free cash flow yield add?

   Reported by candidates at William Blair (Investment Banking, Chicago, 2026). Source: Wall Street Oasis.

5. 055How would you think about a company's capital allocation priorities?Company analysisIntermediatetechnicalCenterview PartnersInvestment Banking · Menlo Park · 2026S&P GlobalDebt Capital Markets · Chicago · 2022

   Say this

   Rank the uses by return. Reinvest in the business if it earns above the cost of capital, then acquisitions if they clear the same bar with a margin for integration risk, then buybacks if the stock is below intrinsic value, then dividends.

   Then walk it

   1. Organic reinvestment should come first when incremental returns are high, because it is the lowest-risk way to compound and requires no premium.
   2. Acquisitions next, but with a higher bar, because you pay a control premium and take integration risk. A company that habitually acquires at multiples above its own is usually transferring value to sellers.
   3. Buybacks only when the shares trade below intrinsic value. A buyback at a high price destroys value even though it raises EPS, which is why the EPS-driven buyback is such a common error.
   4. Dividends when the business generates more cash than it can reinvest well. A dividend is a signal that management is disciplined, and it is sticky, so it is a commitment.
   5. Debt paydown belongs in the ranking too, and rises to the top when leverage threatens flexibility or the rating.
   6. The signal to read: a company issuing stock at low valuations and buying back at high ones has management that does not think about value. That pattern, visible in the cash flow statement over ten years, tells you more than any strategy presentation.

   Where candidates lose it

   Treating buybacks as automatically shareholder-friendly. Price matters, and the discipline test is whether they bought back more when the stock was cheap or when the cash happened to be there.

   Expect next

   • When is a buyback value-destructive?
   • What are the different ways to use excess cash?
   • How do you judge their acquisition record?

   Reported by candidates at Centerview Partners (Investment Banking, Menlo Park, 2026); S&P Global (Debt Capital Markets, Chicago, 2022). Source: Wall Street Oasis.

6. 056What is free cash flow yield and why do some investors prefer it?ValuationIntermediatetechnicalAsset management

   Say this

   Free cash flow divided by market capitalisation, or unlevered free cash flow over enterprise value. Investors prefer it because cash is harder to manipulate than earnings and because it is directly comparable to a bond yield.

   Then walk it

   1. It bypasses most accounting judgement. Depreciation policy, capitalisation choices and provisioning all affect earnings and none of them affect cash.
   2. It is comparable across sectors and against other assets. A 7 percent free cash flow yield against a 4 percent bond yield is a meaningful comparison in a way that a P/E is not.
   3. It captures capital intensity, which EV/EBITDA cannot. Two companies with identical EBITDA and different CapEx have very different free cash flow yields, and the difference is real.
   4. The definitional traps: does free cash flow include or exclude stock-based compensation, acquisitions, and working capital swings? Companies present the flattering version, so build it yourself from the cash flow statement.
   5. The main weakness: it penalises companies investing heavily for growth. A business spending on a new facility looks expensive on free cash flow yield and may be the better investment. So it suits mature businesses and misleads on growth ones.
   6. Use normalised CapEx rather than one year's, because a single heavy investment year distorts it badly.

   Where candidates lose it

   Not separating maintenance from growth capital expenditure. A growth company's low free cash flow yield is not evidence it is expensive, and treating it that way is how people miss compounders.

   Expect next

   • How do you split maintenance from growth CapEx?
   • Should stock-based compensation be subtracted?
   • When does this metric mislead?
7. 057How would you set a target price?ValuationIntermediatetechnicalSell-side research

   Say this

   Apply a justified multiple to a forward earnings or cash flow estimate, usually twelve months out, and cross-check against a DCF. Then be explicit about what the multiple assumes.

   Then walk it

   1. Pick the metric that the sector actually trades on: EV/EBITDA for industrials, P/E for consumer, price to tangible book for banks, EV/revenue for early-stage software.
   2. Choose the forward year deliberately, usually the next twelve months or the following fiscal year, and say which. Comparing your target on next year's numbers to a peer multiple on trailing numbers is a common and invisible error.
   3. Justify the multiple rather than borrowing it. A premium to the peer group needs a reason: higher growth, higher returns on capital, lower cyclicality. A regression of sector multiples against growth or ROIC is the defensible way to do it.
   4. Cross-check with a DCF and with where the stock has traded historically relative to its own range and to the market.
   5. Then state the implied upside and the rating logic, and give a bull and bear case so the target has a range around it.
   6. The honesty test: if your target requires a multiple the stock has never achieved and a forecast above consensus, say so plainly. Stacking two aggressive assumptions is how targets become fiction.

   Where candidates lose it

   Applying the peer average multiple with no justification, and stacking an above-consensus forecast on top of an above-peer multiple without acknowledging that you have made two bullish calls at once.

   Expect next

   • Why that multiple rather than the peer average?
   • What is your bear case target?
   • How often would you revise it?
8. 058How is sell-side research paid for, and how has that changed?Industry knowledgeHardtechnicalSell-side research

   Say this

   Historically it was bundled into trading commissions. MiFID II in Europe forced research to be priced and paid for separately, which shrank budgets, cut analyst headcount and concentrated payments on fewer providers.

   Then walk it

   1. The old model: asset managers paid commissions on trades and the broker provided research, corporate access and execution as a bundle. Research looked free and was not.
   2. MiFID II required unbundling in Europe from 2018, so asset managers had to pay for research explicitly, either from their own profit and loss or from a client-funded research payment account.
   3. The consequence: most large managers chose to pay from their own P&L, which made research a direct cost, so budgets fell sharply. Coverage of small and mid caps thinned because it was not worth paying for.
   4. The industry consolidated. Payments concentrated on a handful of top-ranked analysts per sector, and many junior roles disappeared.
   5. Other revenue routes remain important: corporate access, which is arranging meetings between companies and investors, bespoke work, and the connection to the equity capital markets franchise, since a bank with a strong analyst wins more IPO mandates.
   6. Rules have since been loosened in places, including moves to permit rebundling in the UK and EU, so the direction is not settled. Knowing that there has been a partial reversal is what separates a current answer from a textbook one.

   Where candidates lose it

   Not knowing about unbundling at all. If you are interviewing for a sell-side research seat, the economics of the product you would be producing is fair game, and not knowing it suggests you have not thought about the industry's direction.

   Expect next

   • What has that done to coverage of small caps?
   • What is corporate access?
   • Is research a profit centre?
9. 059What is corporate access and why does it matter?Industry knowledgeIntermediatetechnicalSell-side research

   Say this

   It is the broker arranging meetings between company management and investors: roadshows, conferences, site visits and one-on-ones. It matters because for many clients it is the most valued part of the research product.

   Then walk it

   1. The analyst's relationship with the company is what makes it possible, which is one reason sell-side analysts are careful about the tone of negative research.
   2. For the investor it is direct access to management without having to build the relationship themselves, which is genuinely scarce for smaller funds.
   3. For the company it is efficient access to a curated investor base, which is why they cooperate.
   4. For the bank it drives client votes, which determine research payments, and it supports the corporate broking and capital markets relationship.
   5. The tension worth naming: it creates a conflict. An analyst who downgrades a company may lose access to its management, which reduces the value of their product. That structural conflict is why sell-side ratings skew positive.
   6. Regulation touches it too. Under unbundling, corporate access has to be paid for separately rather than bundled with commissions, which changed how it is arranged and charged.

   Where candidates lose it

   Describing the logistics without naming the conflict of interest. The interesting content is why sell-side ratings distributions skew toward buy, and access is a large part of that explanation.

   Expect next

   • Why do sell-side ratings skew positive?
   • How would you handle downgrading a company you need access to?
   • How does that affect how you read a sell-side note?
10. 060Why do sell-side ratings skew toward buy, and how should an investor read that?Industry knowledgeHardtechnicalSell-side researchAsset management

    Say this

    Structural incentives. Maintaining management access, supporting the bank's corporate relationships, and the fact that most clients are long-only and cannot act on a sell. So the information is in the changes, not the levels.

    Then walk it

    1. Access: a sell rating can cost the analyst management meetings, which degrades the product they sell to clients.
    2. Banking relationship: although research and banking are formally separated, a hostile rating complicates the wider corporate relationship, and analysts are aware of that.
    3. Client base: most institutional clients are long-only and can only buy or not buy. A sell recommendation is actionable for only a minority, so it is worth less commercially.
    4. The result is a distribution heavily weighted to buy and hold, where a hold often functions as a sell and a sell is a strong statement.
    5. So the way to read it: ignore the absolute rating and watch the changes. A downgrade from buy to hold from a respected analyst carries far more information than the rating itself.
    6. And read the estimate revisions rather than the words. The numbers move before the ratings do, and estimate revision momentum has historically been a more reliable signal than the published recommendation.

    Where candidates lose it

    Treating the skew as a scandal rather than an incentive structure. The sophisticated answer explains the mechanism and then converts it into a practical rule: trade the revisions, not the ratings.

    Expect next

    • So what signal do you actually use?
    • How does that change how you write a note?
    • What is estimate revision momentum?

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.