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. 011How would you hedge a name that does not have a close public comparable?Portfolio and riskHardsuperdayBalyasny Asset ManagementEquity Research · New York · 2026

   Say this

   Hedge the exposures rather than the company. Decompose the position into its factor risks, market beta, sector, style, currency, commodity input, then hedge each with whatever liquid instrument matches it.

   Then walk it

   1. Start by decomposing: run the stock against factor returns and see what it is actually exposed to. Often a 'unique' business is really a bundle of common exposures.
   2. Hedge the market beta with an index future, sized on the regression beta rather than one.
   3. Hedge sector exposure with the closest sector ETF, accepting that the fit is imperfect. An imperfect hedge that removes 60 percent of the variance is better than no hedge.
   4. Hedge the specific input if there is one: a fuel-exposed business can be partly hedged with the commodity, a foreign earner with FX forwards.
   5. Then accept and size for the residual. The leftover idiosyncratic risk is the part you are actually being paid for, so the honest answer is that you hedge what you do not have a view on and hold what you do.
   6. And the practical constraint on a multi-manager platform: the risk system will impose factor limits anyway, so the hedge is often not optional. Saying that shows you understand how these seats actually operate.

   Where candidates lose it

   Reaching for a single 'closest competitor' short. If there were a close comp the question would not have been asked. The expected answer is factor decomposition, and naming the residual idiosyncratic risk as the intended exposure.

   Expect next

   • What residual risk are you left with?
   • How would you size the position?
   • What factor limits would you expect to operate under?

   Reported by candidates at Balyasny Asset Management (Equity Research, New York, 2026). Source: Wall Street Oasis.

2. 012What is the yield curve, what does it mean when it inverts, and why do people treat that as a recession indicator?MacroIntermediatetechnicalSSState StreetEquity Research · Boston · 2020

   Say this

   It plots government bond yields against maturity. Normally it slopes upward because investors demand more for lending longer. An inversion means short rates exceed long rates, which says the market expects the central bank to be cutting in future.

   Then walk it

   1. The normal upward slope comes from term premium and from expected growth and inflation.
   2. An inversion means the market expects policy rates to be lower in two years than today. Rates get cut when growth is weak, so an inversion is a forecast of weakness rather than a cause of it.
   3. The track record is why people watch it: in the US, a sustained 2s10s or 3m10y inversion has preceded every recession since the 1960s, usually by 12 to 18 months.
   4. There is also a causal channel, not just a signal. Banks borrow short and lend long, so an inverted curve compresses net interest margin and reduces the incentive to extend credit. Tighter credit slows the economy.
   5. The honest caveats: it has produced false positives, the lead time is long and variable, and quantitative easing distorted the term premium enough that the signal may be weaker than history suggests. An analyst who names that is more credible than one who treats it as a law.

   Where candidates lose it

   Describing the shape without explaining the mechanism, or treating the indicator as infallible. Both the expectations channel and the bank lending channel should appear, along with at least one reason to doubt it.

   Expect next

   • Which part of the curve do you watch?
   • How does an inversion affect bank earnings?
   • What is happening to the curve right now?

   Reported by candidates at State Street (Equity Research, Boston, 2020). Source: Wall Street Oasis.

3. 013How does a falling oil price affect oil-exporting nations?MacroIntermediatetechnicalSSState StreetEquity Research · Boston · 2020

   Say this

   It hits the fiscal balance, the current account and the currency simultaneously. Export revenue falls, the budget goes into deficit because most producers need a high fiscal breakeven price, and the currency comes under pressure.

   Then walk it

   1. Export revenue is the first channel. For a country where hydrocarbons are most of exports, a halving of the price halves the external income.
   2. The fiscal channel is the sharper one. Most producers have a fiscal breakeven oil price, often far above the marginal cost of production, because the budget funds subsidies and public employment. Below it, the deficit widens fast.
   3. Currency pressure follows. A floating currency depreciates, which cushions the local-currency revenue but imports inflation. A pegged currency instead burns reserves to defend the peg, which is why pegged producers face the harder adjustment.
   4. Second-round effects: sovereign wealth funds sell assets to fund the deficit, capital expenditure on projects is cut, and the non-oil economy contracts because it is largely funded by oil receipts.
   5. The differentiator between countries is buffers. A producer with a large sovereign fund and low breakeven can absorb years of weak prices. One with high breakeven and thin reserves faces a currency or a debt crisis. That comparison is the actual analysis.

   Where candidates lose it

   Stopping at 'they earn less money'. The examinable content is the fiscal breakeven concept and the difference between a floating and a pegged currency response. Name both and the answer is complete.

   Expect next

   • Which producers are most vulnerable?
   • What happens to their sovereign wealth funds?
   • How would you position for it in equities?

   Reported by candidates at State Street (Equity Research, Boston, 2020). Source: Wall Street Oasis.

4. 014What is an industry you have been following, and why?Sector knowledgeCorephone / first roundFidelity InvestmentsEquity Research · Boston · 2025HSBCEquity Research · New York · 2026MorningstarEquity Research · Chicago · 2023

   Say this

   Pick a sector you can discuss for ten minutes with numbers, name the structural change happening in it, and finish with the company you would own and why. Depth in one sector beats shallow coverage of five.

   Then walk it

   1. Choose deliberately: something with a live debate, where you can take a side. A sector where nothing is happening gives you nothing to say.
   2. Open with the structure: how many players, who has share, what the margin profile looks like, what drives demand.
   3. Then the change you are watching. A regulatory shift, a technology substitution, a capacity cycle, a demand inflection. This is the part that shows you think rather than read.
   4. Then the disagreement: what does the market believe about this that you think is wrong?
   5. Then land on a name. 'So within that, I would own X because it has the lowest cost position and the market is treating it as a commodity producer.' Always end with an actionable conclusion.
   6. Know four or five numbers for the sector: growth rate, typical margin, typical multiple, and the key operating metric. Being unable to answer 'what does it trade at' after claiming to follow it is fatal.

   Where candidates lose it

   Naming a fashionable sector you have only read headlines about. The follow-up is always a specific number, and if you cannot give it the whole answer collapses. Prepare one sector to genuine depth.

   Expect next

   • What does it trade at?
   • Which company in it would you own?
   • Compare the sectors you have covered and tell me which has the best prospects.

   Reported by candidates at Fidelity Investments (Equity Research, Boston, 2025); HSBC (Equity Research, New York, 2026); Morningstar (Equity Research, Chicago, 2023). Source: Wall Street Oasis.

5. 015Compare the sectors you have covered and tell me which has the best prospects.Sector knowledgeIntermediatetechnicalWMWellington ManagementGeneralist · Hong Kong · 2022

   Say this

   Compare them on a consistent frame rather than describing each in turn: structural growth, industry structure and pricing power, capital intensity, and where valuation sits relative to history. Then pick one and commit.

   Then walk it

   1. Set the frame first so the comparison is disciplined. Four axes: demand growth, competitive structure, returns on capital, and starting valuation.
   2. Score each sector briefly on each axis. This takes thirty seconds and it immediately sounds like a portfolio conversation rather than a summary.
   3. Then pick, and make the reason relative rather than absolute. 'Both are good businesses, but one is priced for the improvement and the other is not' is the analytically interesting answer.
   4. Distinguish structural from cyclical prospects. A sector with mediocre long-term economics can be the better investment today if it is at the bottom of its cycle and the market is extrapolating the trough.
   5. Close with the risk to your choice, and what would make you switch. Naming the condition under which you would change your mind is what separates a view from a preference.

   Where candidates lose it

   Describing each sector sequentially without comparing on a common axis. The question is a ranking exercise. Set the criteria first, then apply them, then choose.

   Expect next

   • What is priced into each?
   • Which would you avoid entirely?
   • How would that change in a recession?

   Reported by candidates at Wellington Management (Generalist, Hong Kong, 2022). Source: Wall Street Oasis.

6. 016Walk me through a DCF, and tell me when it is the wrong tool for a research analyst.ValuationIntermediatetechnicalJefferiesEquity Research · New York · 2026MorningstarEquity Research · Chicago · 2023

   Say this

   Forecast unlevered free cash flow, discount at WACC, add a terminal value, then bridge to equity value per share. It is the wrong tool when the terminal value dominates so completely that the answer is just your assumption restated.

   Then walk it

   1. The mechanics are the same as on the banking side: EBIT taxed, plus D&A, less CapEx, less working capital change, discounted at WACC, plus terminal value, less net debt, divided by diluted shares.
   2. Where research differs is the use. A sell-side target price is usually set on a multiple, with the DCF as a cross-check and a way to demonstrate what the market is implying.
   3. The most valuable version is the reverse DCF: hold the current price constant and solve for the growth and margin the market must be assuming. That turns valuation into a testable statement about expectations.
   4. It is the wrong tool for banks and insurers, where you use a dividend discount or residual income model because interest is revenue and free cash flow is not meaningful.
   5. It is also weak for early-stage or deeply cyclical companies, where near-term cash flows are negative or unrepresentative and 90 percent of the value sits in the terminal assumption.
   6. So the honest framing: a DCF is most useful not for the number it produces but for making explicit what you have to believe.

   Where candidates lose it

   Delivering the banking answer verbatim. On the research side the expected addition is the reverse DCF and the awareness that DCFs are rarely the primary target-setting method. Say both.

   Expect next

   • How would you value a bank then?
   • What does the reverse DCF tell you about this stock?
   • What discount rate do you use and why?

   Reported by candidates at Jefferies (Equity Research, New York, 2026); Morningstar (Equity Research, Chicago, 2023). Source: Wall Street Oasis.

7. 017How would you value a bank?ValuationHardtechnicalPerella Weinberg PartnersFinancial Institutions Group · New York · 2026Man GroupEquity Hedge · Boston · 2019

   Say this

   Price to tangible book against return on tangible equity, plus a dividend discount or residual income model. You do not use enterprise value or EBITDA, because for a bank debt is raw material and interest is revenue.

   Then walk it

   1. The core relationship: a bank should trade around book value if its return on equity equals its cost of equity, above book if it earns more, below if it earns less. The regression of price to book against ROTE across a peer group is the single most useful chart in the sector.
   2. Use tangible book, stripping goodwill and intangibles, because that is the capital actually supporting the balance sheet.
   3. For an intrinsic value, use a dividend discount model or residual income, since dividends are constrained by regulatory capital and that constraint is the real driver of distributable cash.
   4. The forecast drivers are net interest margin, loan growth, fee income, the cost-to-income ratio, and the provision charge. Provisions are where the cycle shows up and where forecasts go wrong.
   5. Capital is the binding constraint on everything. CET1 ratio against the regulatory requirement determines whether the bank can grow, buy back stock or must raise equity, so I would model capital explicitly rather than treating it as an output.
   6. And the thing that actually breaks bank valuations: credit losses are non-linear. A small deterioration in the macro can wipe out several years of earnings, which is why banks trade below book in a downturn regardless of reported profit.

   Where candidates lose it

   Applying EV/EBITDA or a standard unlevered DCF. It is meaningless for a bank and it is an instant fail in a financials interview. Lead with price to tangible book versus ROTE and the reason enterprise value does not apply.

   Expect next

   • Why can you not use enterprise value?
   • What happens to the valuation if rates fall 200 basis points?
   • How do you forecast provisions?

   Reported by candidates at Perella Weinberg Partners (Financial Institutions Group, New York, 2026); Man Group (Equity Hedge, Boston, 2019). Source: Wall Street Oasis.

8. 018What is the effect on the three statements of selling an asset?AccountingIntermediatetechnicalJefferiesEquity Research · New York · 2026

   Say this

   Depends on the sale price versus book value. Sell an asset with a book value of $100 for $120: you book a $20 gain, taxed; cash rises by the proceeds less the tax; and the asset leaves the balance sheet at its book value.

   Then walk it

   1. Income statement: a $20 gain. At 25 percent tax, net income rises $15.
   2. Cash flow: start at net income plus $15, reverse out the $20 non-cash gain in operating, then show the full $120 proceeds in investing. Net cash movement is $115, which is the proceeds less $5 of tax.
   3. Balance sheet: cash up $115, asset down $100, retained earnings up $15. It balances.
   4. For a research analyst the follow-through matters more than the mechanics: the gain is non-recurring, so it must be stripped out of the earnings base before you apply a multiple.
   5. And you lose the asset's future earnings, so the forecast has to come down. A company that beats on a disposal gain while its operating business shrinks is exactly the kind of thing a research note should call out.

   Where candidates lose it

   Getting the mechanics right and ignoring the analytical point. On the research side, the expected addition is that the gain is non-recurring and that forward earnings fall with the disposed asset.

   Expect next

   • How would you adjust your earnings base for it?
   • What if they sold it below book value?
   • How do you treat a company that regularly books disposal gains?

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

9. 019How do you assess earnings quality?AccountingHardtechnicalMoody'sCorporate Finance · New York · 2018MorningstarEquity Research · Chicago · 2023

   Say this

   Compare earnings to cash. If net income is consistently above cash from operations, something is being recognised that has not been collected. Then check the accruals, the adjustments and the one-offs.

   Then walk it

   1. The headline test: cash conversion. Cash from operations divided by net income, tracked over several years. Persistent divergence is the single best red flag available from published accounts.
   2. Then working capital. Receivable days rising faster than revenue means revenue is being pushed to customers or collection is deteriorating. Inventory days rising means a write-down is coming.
   3. Then the adjustments. Compare GAAP to the company's adjusted figures and see what is being excluded. Restructuring charges taken every year for five years are not one-off, they are operating costs in disguise.
   4. Then capitalisation choices: capitalised development costs, capitalised interest, and the depreciation life. Extending useful lives flatters earnings with no economic change.
   5. Then the tax rate and the below-the-line items, since a sudden drop in the effective tax rate can manufacture an EPS beat.
   6. For a note, the useful summary is a bridge from reported earnings to what I think the sustainable earnings power is, with each adjustment listed. That bridge is often the most valuable page in a research report.

   Where candidates lose it

   Listing ratios without the organising idea. The organising idea is that accounting earnings involve judgement and cash does not, so every test is a version of comparing the two. Say that first.

   Expect next

   • What is the single best red flag?
   • How do you treat stock-based compensation?
   • Walk me through a company you thought had poor earnings quality.

   Reported by candidates at Moody's (Corporate Finance, New York, 2018); Morningstar (Equity Research, Chicago, 2023). Source: Wall Street Oasis.

10. 020Should stock-based compensation be treated as a real expense?AccountingHardtechnicalTechnology coverageLong-only asset management

    Say this

    Yes. It is a genuine cost to existing shareholders even though no cash leaves the company, because it transfers ownership. Adding it back to get to adjusted EBITDA or free cash flow overstates what shareholders actually keep.

    Then walk it

    1. The economic argument: if the company paid those employees in cash and then issued shares to raise the same amount, nobody would argue the salary was not an expense. The two are identical in substance.
    2. It shows up as dilution. Share count creeps up every year, so per-share metrics deteriorate even when totals look fine. That is the cost, and it is real.
    3. Companies obscure it by buying back stock to offset dilution and then describing the buyback as capital return. It is not; it is paying cash for compensation already granted.
    4. The practical treatment I would use: expense it fully in the earnings I value, and if I want a cash-based measure, subtract the buyback needed to keep share count flat rather than adding SBC back.
    5. The counterargument worth acknowledging: the accounting charge is based on grant-date fair value, which can be a poor estimate of the eventual cost, and the expense is lumpy. So the number is imperfect even if the principle is clear.
    6. In practice this matters most in software, where SBC can be 15 to 25 percent of revenue. Whether you expense it decides whether a company is profitable at all.

    Where candidates lose it

    Accepting the company's adjusted figure because it is what consensus uses. Research is supposed to be the check on that. Have a view, and know roughly how large SBC is as a percentage of revenue for the sector you claim to follow.

    Expect next

    • How large is it as a percentage of revenue in software?
    • How do you handle it in a DCF?
    • What does that do to the sector's valuation?

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.