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. 047What does return on invested capital tell you, and how do you calculate it?Company analysisIntermediatetechnicalLong-only asset management

   Say this

   It measures how much operating profit the business generates per dollar of capital employed. Compared against the cost of capital, it tells you whether growth creates or destroys value. NOPAT divided by invested capital.

   Then walk it

   1. NOPAT is EBIT times one minus the tax rate. Invested capital is debt plus equity less cash, or equivalently net working capital plus net fixed assets plus acquired intangibles.
   2. The comparison that matters is ROIC against WACC. Above it, every dollar reinvested creates value. Below it, growth actively destroys value, which is why some growing companies should shrink.
   3. Decompose it like DuPont: ROIC is NOPAT margin times capital turnover. That tells you whether the return comes from pricing power or from asset efficiency, which are different business models with different vulnerabilities.
   4. Look at incremental ROIC, not just the average. What did the last three years of capital spending earn? A high average with a low incremental return means the good business is mature and the new spending is not working.
   5. The practical adjustments: capitalise operating leases, consider capitalising R&D for a research-heavy company, and decide how to treat goodwill. Including goodwill measures the return to shareholders including what was paid for acquisitions; excluding it measures operating quality.
   6. And be consistent across the comp set, because the adjustments swing the number enough to change the ranking.

   Where candidates lose it

   Reciting the formula without the ROIC-versus-WACC comparison. That comparison is the entire analytical content, and the incremental version is what distinguishes a serious answer.

   Expect next

   • What is the incremental ROIC?
   • Should a company earning below its cost of capital keep growing?
   • How do you treat goodwill?
2. 048What is a value trap and how do you avoid one?Investment philosophyIntermediatetechnicalAsset management

   Say this

   A stock that is statistically cheap and keeps getting cheaper because the business is deteriorating faster than the price. The multiple is low for a reason, and the reason is usually visible if you look at returns on capital rather than the P/E.

   Then walk it

   1. The mechanism: earnings fall faster than the price, so the multiple never actually contracts and the investor is permanently early.
   2. The warning signs: declining returns on invested capital, structurally falling market share, a terminal-demand story, and earnings quality deteriorating while reported profit holds up.
   3. The classic setups are companies facing technological substitution, businesses with a single customer or channel under pressure, and cyclicals where the market is pricing normalisation that is not coming.
   4. How to avoid it: insist that the cheapness has a catalyst and a mechanism for resolution. Cheap plus a reason for the gap to close is an investment; cheap alone is a hope.
   5. And test the earnings base before the multiple. A 6 times P/E on peak earnings is 15 times on normalised earnings. Most value traps in cyclicals are just this arithmetic error.
   6. The behavioural safeguard: write down in advance what you would need to see within 12 months. If you cannot name it, you are not investing in a discount, you are holding a declining asset.

   Where candidates lose it

   Defining it and stopping. The examinable content is the diagnostic, which is deteriorating returns on capital plus no catalyst, and the cyclical version where the earnings base is wrong rather than the multiple.

   Expect next

   • Give me an example you have seen.
   • How do you distinguish it from a genuinely mispriced stock?
   • What catalyst would you require?
3. 050What is the difference between accounting profit and economic profit?AccountingIntermediatetechnicalCredit research

   Say this

   Accounting profit subtracts explicit costs. Economic profit also subtracts the cost of the equity capital employed. A company can report strong net income and still be destroying value if it earns less than shareholders' required return.

   Then walk it

   1. Economic profit equals NOPAT less a capital charge, where the charge is invested capital times WACC. Equivalently, invested capital times the spread between ROIC and WACC.
   2. The insight: equity is not free, but accounting treats it as though it is. Interest appears on the income statement; the cost of equity never does.
   3. So a business earning 6 percent on capital with a 9 percent cost of capital reports a profit while shredding value every year. That is extremely common in capital-intensive industries.
   4. It reframes growth: growth is only good when the spread is positive. For a negative-spread business, growing the capital base accelerates the destruction, and the value-maximising action is to shrink and return cash.
   5. It is the basis of EVA-style frameworks and of how thoughtful investors judge capital allocation, which is often the single biggest determinant of long-run returns.
   6. The practical use in research: plot ROIC minus WACC against the valuation multiple across a sector. The companies trading at a premium with a negative spread are where the mispricing usually sits.

   Where candidates lose it

   Defining the terms without drawing the conclusion about growth. The payoff of this concept is that growth destroys value when the spread is negative, and that is what makes it worth asking about.

   Expect next

   • So should that company grow?
   • How does this affect how you judge management?
   • Where does this show up in a valuation?
4. 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.

5. 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?
6. 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?
7. 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?
8. 062How do rising interest rates affect different sectors?MacroIntermediatetechnicalApollo Global ManagementManagement Consulting · London · 2026MSCIReal Estate · Mumbai · 2015

   Say this

   Through three channels: the discount rate, which hurts long-duration assets most; the cost of debt, which hurts leveraged companies; and demand, which hurts anything financed by credit. Banks are the main beneficiary.

   Then walk it

   1. Discount rate: growth companies whose cash flows sit far in the future lose the most value, because more of their valuation is discounted over longer horizons. This is why high-multiple technology de-rates hardest.
   2. Cost of debt: highly leveraged businesses, especially with floating-rate debt or near-term maturities, see interest expense rise directly. Utilities, real estate and leveraged buyout-owned companies are exposed.
   3. Demand channel: anything bought on credit. Housing, autos, capital goods and consumer durables all soften as financing costs rise.
   4. Beneficiaries: banks, as net interest margin expands when they reprice assets faster than deposits, and insurers, who reinvest their float at higher yields. Cash-rich companies earn more on their balances.
   5. Real estate is the clearest loser because it is both leveraged and valued on a cap rate that moves with yields. Rising rates hit the income and the valuation at once.
   6. The refinement worth adding: what matters is the move relative to expectations and why rates are rising. Rates rising on strong growth is very different for equities from rates rising on an inflation shock.

   Where candidates lose it

   Giving a simple 'rates up, stocks down' answer. The examinable content is duration, and the distinction between rates rising for growth reasons versus inflation reasons. Both should appear.

   Expect next

   • Why do growth stocks fall more?
   • Which equities have duration?
   • How does that change if rates rise because growth is strong?

   Reported by candidates at Apollo Global Management (Management Consulting, London, 2026); MSCI (Real Estate, Mumbai, 2015). Source: Wall Street Oasis.

9. 064How would you compare two companies in the same sector trading at very different multiples?ValuationIntermediatetechnicalCSCredit SuisseGeneralist · Sydney · 2020

   Say this

   Assume the market is right until proven otherwise, then find the justification. Multiple gaps almost always reflect differences in growth, returns on capital, or risk. The investment question is whether the gap is larger than those differences warrant.

   Then walk it

   1. First decompose the gap. Is it growth, margin, returns on capital, capital intensity, cyclicality, balance sheet, or governance? Usually two or three of these explain most of it.
   2. Check the denominators are comparable. Different accounting policies, different fiscal years, different definitions of adjusted earnings, and different treatment of leases or capitalised costs all create fake gaps.
   3. Then quantify. If one grows 5 points faster with 10 points higher return on capital, how much premium does that justify? A regression of sector multiples against growth and ROIC gives a defensible expected multiple for each.
   4. The residual, the difference between the actual multiple and the regression-implied one, is the potential mispricing. That is where the idea lives.
   5. Then look for the non-fundamental explanations: index membership, liquidity, free float, ownership structure, or a governance discount for a controlled company. These are real and persistent.
   6. The conclusion should be specific: the cheaper one is cheap for reasons X and Y, which I think are permanent, or which I think the market is over-extrapolating. Either is a view.

   Where candidates lose it

   Assuming the cheaper one is the better investment. The default position should be that the market has a reason, and your job is to find it and then decide whether it is overstated.

   Expect next

   • What non-fundamental reasons could explain it?
   • Would you pair-trade them?
   • What would close the gap?

   Reported by candidates at Credit Suisse (Generalist, Sydney, 2020). Source: Wall Street Oasis.

10. 067What is tracking error and how do you calculate it?Portfolio and riskIntermediatetechnicalMSCIFinancial Tools · Monterrey · 2013

    Say this

    The standard deviation of the difference between the portfolio's returns and the benchmark's. It measures how far a portfolio can drift from its index, and it is the budget within which an active manager operates.

    Then walk it

    1. Calculate the active return each period, portfolio minus benchmark, then take the standard deviation of that series, usually annualised.
    2. Ex-post tracking error uses realised returns. Ex-ante uses a risk model to forecast it from current holdings, which is what a risk system reports daily.
    3. Typical levels: an index fund runs a few basis points, an enhanced index strategy 1 to 2 percent, an active manager 4 to 8 percent, and a concentrated high-conviction fund can be well above that.
    4. It connects to the information ratio, which is active return divided by tracking error. That ratio, not raw outperformance, is how skill per unit of risk is judged.
    5. The main use is as a constraint: a mandate sets a tracking error budget, and the manager allocates it to the positions with the highest expected information ratio.
    6. The subtlety worth naming: tracking error is symmetric, so it penalises outperformance as well as underperformance. A manager can have excellent returns and breach a tracking error limit, which is why the constraint sometimes forces suboptimal decisions.

    Where candidates lose it

    Confusing it with volatility. Tracking error is the volatility of the difference, not of the portfolio. A low-volatility portfolio can have very high tracking error against a volatile index.

    Expect next

    • What is the information ratio?
    • What tracking error would you expect from a concentrated fund?
    • How does a tracking error budget change portfolio construction?

    Reported by candidates at MSCI (Financial Tools, Monterrey, 2013). 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.