Financial Analysis interview preparation

Questions

100

Traced to a firm

42

Firms

28

Updated

September 2026

Asked at

All firmsMoody's7Bain Capital3SSState Street3AMAres Management2BLBlackRock2DED.E. Shaw2MSMorgan Stanley2Oaktree Capital Management2S&P Global2Bridgewater Associates1Citadel1FTFranklin Templeton1Golub Capital1HWHarris Williams1Houlihan Lokey1J.P. Morgan1Jane Street1MWMarshall Wace1Millennium Management1Morningstar1PIMCO1Sycamore Partners1TSTruist Securities1Two Sigma1Vanguard1WMWellington Management1Wells Fargo Securities1Wolverine Trading1

Topic

All topicsThree statements9Accounting policy and standards5Working capital and cash7Ratio analysis8Forecasting and budgeting9Variance and management reporting7Unit economics and costing8Capital budgeting7Cost of capital and valuation7Markets and rates5Modelling, Excel and data8Business partnering6Brainteasers and estimation4Fit and career10

Level

AnyCoreIntermediateHard

Type

AnyTechnicalCaseBrainteaserMarket viewFit

1. 059What is better: a one rupee increase in EBITDA or a one rupee decrease in debt?Capital budgetingIntermediatetechnicalAMAres ManagementPrivate Equity · New York · 2026

   Say this

   The EBITDA rupee, as long as it is recurring, because it is capitalised at the multiple. At eight times EBITDA, one rupee of extra EBITDA adds eight rupees of enterprise value and therefore eight of equity value. One rupee less debt adds exactly one rupee of equity value.

   Then walk it

   1. The arithmetic: equity value equals EBITDA times the multiple, less net debt. Differentiate on each term. A rupee of EBITDA is worth the multiple; a rupee of debt repayment is worth one, rupee for rupee.
   2. So at any multiple above one times, which is every real business, EBITDA wins on value. At eight times it wins eight to one.
   3. But the answer depends on the word recurring. A one-off rupee of EBITDA is worth one rupee, not eight, and the whole question is whether a buyer will capitalise it. That is why sponsors fight over which addbacks are run-rate.
   4. Then the cases where debt reduction wins. If you are close to a covenant breach, the rupee that keeps you compliant is worth far more than its face value, because a breach can cost you the company. Same if you are facing a refinancing wall in a shut credit market.
   5. There is also a second-order effect in favour of EBITDA: higher EBITDA lowers leverage on the same debt, which can reduce the interest margin on a ratchet and improve the rating. So EBITDA improves both terms and debt repayment improves only one.
   6. So my answer is EBITDA, by the multiple, with the caveat that it has to be recurring and that liquidity risk trumps value arithmetic when you are near a covenant.

   Where candidates lose it

   Answering 'they are the same, one rupee is one rupee'. The point is that EBITDA is capitalised and debt repayment is not. But an answer with no caveat is also weak: near a covenant breach, deleveraging genuinely wins.

   Expect next

   • At what multiple would you be indifferent?
   • What if the EBITDA improvement is a one-off?
   • How does a leverage ratchet change your answer?

   Reported by candidates at Ares Management (Private Equity, New York, 2026). Source: Wall Street Oasis.

2. 060Lease it or buy it. How do you decide?Capital budgetingIntermediatetechnicalCorporate financeTreasury

   Say this

   It is a financing decision, not an investment one, so first settle whether the asset is worth having at all. Then compare the after-tax cash flows of buying, including the depreciation shield and the residual value, against the after-tax lease payments, discounted at your after-tax cost of debt.

   Then walk it

   1. Separate the two questions. Whether to have the machine is an NPV question at WACC. How to fund it is a lease-versus-borrow question, and because both alternatives are contractual and low-risk, you discount at the after-tax cost of debt, not WACC.
   2. Buy case cash flows: the purchase outflow, the tax shield on depreciation each year, maintenance and insurance you now bear, and the residual value after tax at the end.
   3. Lease case cash flows: the rentals, fully tax-deductible as they are paid, usually with maintenance included in an operating lease, and no residual value because you never owned it.
   4. The net advantage to leasing is the difference in present values. In practice leasing wins where the lessor has a better tax position than you, where the asset obsoletes fast so you want the residual risk transferred, or where you cannot access the debt to buy it.
   5. For an Indian company two specifics matter: whether you can use the depreciation shield at all, because a loss-making or MAT-paying company cannot, and the GST treatment, since input credit on the asset purchase versus on the rentals affects the cash timing.
   6. And since Ind AS 116 the accounting difference has largely gone, both routes put an asset and a liability on the balance sheet. So decide on cash and tax, not on how it will look in the ratios, and say that explicitly if someone argues for leasing to keep debt off the balance sheet.

   Where candidates lose it

   Discounting at WACC. This is a debt-equivalent comparison, so the after-tax cost of debt is the right rate. The second trap is arguing for leasing to keep the liability off the balance sheet, which Ind AS 116 has ended.

   Expect next

   • What if the company is loss-making?
   • Why does the lessor's tax position matter?
   • Does Ind AS 116 change the economics or just the presentation?
3. 061Walk me through WACC and how you would calculate it for an Indian mid-cap.Cost of capital and valuationCoretechnicalCorporate financeKPO research support

   Say this

   Weight the after-tax cost of debt and the cost of equity by their market-value shares of total capital. Cost of equity comes from CAPM: risk-free rate plus beta times the equity risk premium. For an Indian company the two judgement calls are the risk-free rate and the premium.

   Then walk it

   1. The formula: equity over total capital times cost of equity, plus debt over total capital times cost of debt times one minus tax. Use market values for the weights, not book, and target weights rather than today's snapshot if the structure is moving.
   2. Risk-free rate: the ten-year government security yield, matched to the currency of your cash flows. If you are modelling in rupees you use the G-sec, not a Treasury, because the inflation expectation embedded in the two is different.
   3. Beta: take a peer set, unlever each peer's beta using its own debt-to-equity and tax rate, take the median, then relever at your target structure. Do not use a raw regression beta off a thinly traded mid-cap, because it is mostly noise.
   4. Equity risk premium: for India, practitioners typically use something in the 6 to 8 percent range over the G-sec, and the honest position is to state the number you used and show the sensitivity rather than defend a decimal.
   5. Cost of debt: the marginal rate you would borrow at today, not the average historical coupon on legacy loans. For a mid-cap that means the current bank lending rate for its rating, and then times one minus the tax rate for the shield.
   6. Then the caveats worth pre-empting: small companies carry an illiquidity or size premium that CAPM does not capture, WACC assumes a constant capital structure which an LBO or a deleveraging story violates, and a one-point change in WACC can move a DCF value by 15 to 20 percent. So I would always present a WACC range, not a point.

   Where candidates lose it

   Using the historical average cost of debt and book-value weights. Both are wrong: WACC is forward-looking and market-based. Also, quoting a beta straight from a screen for an illiquid mid-cap, rather than unlevering a peer set.

   Expect next

   • Why unlever and relever beta?
   • What equity risk premium would you use for India and why?
   • How would you find the cost of equity for an unlisted company?
4. 062Why is debt cheaper than equity, and why not fund everything with debt?Cost of capital and valuationCorephone / first roundCorporate financeCorporate FP&A

   Say this

   Debt is cheaper for three reasons: lenders rank ahead of shareholders so they take less risk, their return is contractual rather than residual, and interest is tax-deductible. You cannot fund everything with debt because beyond a point the risk of financial distress raises the cost of both debt and equity.

   Then walk it

   1. Seniority and security come first. A lender has a claim on cash flow before any dividend and usually a charge on assets, so the required return is lower. Equity gets what is left, which may be nothing.
   2. Then the tax shield. At a 25 percent tax rate, a 9 percent coupon costs you 6.75 percent after tax. That is a real cash subsidy and it is why leverage lifts returns on equity.
   3. So on paper more debt lowers WACC, and that is where Modigliani and Miller with taxes stops being useful. In the real world, leverage brings fixed cash obligations, covenants, loss of flexibility and eventually a risk premium on the debt itself.
   4. The distress costs are both direct and indirect. Direct is legal and restructuring cost. Indirect is worse: customers hesitate, suppliers tighten terms, good staff leave, and you cannot fund the capex that keeps you competitive. That is how leverage destroys operating performance, not just financial ratios.
   5. There is also the agency and flexibility argument. Debt capacity is an option worth holding. A company with headroom can buy a distressed competitor; a fully levered one cannot, and gets bought instead.
   6. So the practical answer is an optimal range rather than a point. For a stable Indian consumer business that might be 1.5 to 2.5 times net debt to EBITDA; for a cyclical commodity producer, materially less, because the same leverage is far riskier against volatile EBITDA.

   Where candidates lose it

   Stopping at the tax shield. The complete answer needs seniority, the tax shield, then distress costs and loss of flexibility as the offset. Naming a leverage range for a specific business type is what makes it sound practical.

   Expect next

   • What is the optimal capital structure for a cement company?
   • How do you know when a company has too much debt?
   • Does the tax shield still matter for a company paying MAT?
5. 063How would you price a bond in today's market?Cost of capital and valuationIntermediatetechnicalJ.P. MorganGeneralist · Columbus · 2026

   Say this

   Discount the contractual cash flows at the yield the market currently demands for that credit and that maturity. Price is the present value of the coupons plus the present value of the principal, and the whole question is what discount rate you use.

   Then walk it

   1. Build the rate from the bottom up: the risk-free yield for the matching maturity, plus a credit spread for the issuer's rating, plus a liquidity premium if the paper trades thinly. For an Indian corporate bond that is the G-sec yield of the same tenor plus the spread for AA or whatever the rating is.
   2. Then discount. A five-year bond with an 8 percent annual coupon, priced when the market demands 9 percent, trades at a discount: roughly 96 rupees per 100 of face. If the market demands 7, it trades around 104. Price and yield always move in opposite directions.
   3. Say the convention issues out loud: semi-annual versus annual coupons, day-count, and clean versus dirty price, because accrued interest is added on settlement.
   4. The better practice for a portfolio is to discount each cash flow at its own zero-coupon rate off the spot curve rather than one yield to maturity, because YTM embeds a flat-curve assumption that is never true.
   5. Then the features that change everything: a call option caps the upside when rates fall, a put does the opposite, a floating-rate note reprices so its price barely moves, and a convertible is a bond plus an equity option.
   6. The honest limitation: for an illiquid Indian corporate bond there may be no observable spread, so you interpolate from comparable paper and the price is a model output with a range, not a market price. I would say that rather than present a single figure with two decimals.

   Where candidates lose it

   Giving the present-value formula without saying where the discount rate comes from. The rate is the answer: risk-free plus credit spread plus liquidity. Also state the price-yield inverse relationship, because that is what they are really checking you understand.

   Expect next

   • What happens to the price if rates rise 100 basis points?
   • How would you price it if the bond is callable?
   • Why is yield to maturity an imperfect discount rate?

   Reported by candidates at J.P. Morgan (Generalist, Columbus, 2026). Source: Wall Street Oasis.

6. 064Given a portfolio of three bonds, explain how the portfolio changes if duration increases.Cost of capital and valuationHardtechnicalPIMCOGeneralist · Los Angeles · 2026

   Say this

   Higher duration means more price sensitivity to rates. Portfolio duration is the market-value-weighted average of the three bonds' durations, so if it rises, the same 100 basis point move now costs or earns you more, and the portfolio has become a bigger bet on the direction of rates.

   Then walk it

   1. The mechanics: the percentage price change is roughly minus modified duration times the yield change. Move portfolio duration from 4 to 7 and a 100 basis point rise takes you from about minus 4 percent to about minus 7.
   2. Portfolio duration is weighted by market value, not by face value or by count. So you can raise it by swapping the short bond for a longer one, by shifting weight toward the longest bond, or simply because yields fell and the long bond is now a larger share of the portfolio.
   3. Duration also rises mechanically when coupons are lower or yields fall, because more of the present value sits further out. That is why a portfolio's duration drifts even when you trade nothing.
   4. At higher duration, convexity matters more. The linear duration estimate understates the gain when yields fall and overstates the loss when they rise, and the error grows with the size of the move, so for anything beyond about 100 basis points I would use duration plus convexity.
   5. The risk statement I would give a treasurer: you have increased carry and increased interest rate risk together. If the curve steepens against you, the long bond does most of the damage, and a 20 crore portfolio at duration 7 loses roughly 1.4 crore on a 100 basis point rise.
   6. And the limitation: duration only captures a parallel shift. Three bonds at different maturities are exposed to the shape of the curve, so I would also look at key-rate durations rather than one number.

   Where candidates lose it

   Saying only 'the portfolio gets riskier'. Give the numeric sensitivity, say that portfolio duration is market-value weighted, and name convexity and the parallel-shift assumption. Those three points are what the question is screening for.

   Expect next

   • How would you reduce duration without selling the long bond?
   • What does convexity add?
   • What if the curve steepens rather than shifts in parallel?

   Reported by candidates at PIMCO (Generalist, Los Angeles, 2026). Source: Wall Street Oasis.

7. 065Walk me through how you would actually build a DCF for a company you work at.Cost of capital and valuationIntermediatetechnicalCorporate financeKPO research support

   Say this

   Forecast unlevered free cash flow for five to ten years, discount it at WACC, add a terminal value, then bridge from enterprise value to equity value. The forecast is the work; the discounting is arithmetic.

   Then walk it

   1. Build revenue from drivers, then margins, then work down to EBIT. Tax the EBIT, add back depreciation, subtract capex and the change in working capital. That is unlevered free cash flow, and it excludes interest deliberately because financing sits in the rate.
   2. Pick an explicit forecast horizon long enough for the business to reach a steady state. For a mature FMCG company five years is fine. For an infrastructure asset with a 25-year concession you model the concession, not five years plus a perpetuity.
   3. Discount at WACC, using mid-year convention if cash flows arrive evenly, because year-end discounting understates value by roughly half a year of the discount rate.
   4. Terminal value by Gordon growth, with a growth rate no higher than long-run nominal GDP. For India that is a debate between roughly 4 and 6 percent, and you must cross-check the implied exit multiple. If your perpetuity implies 22 times EBITDA, the growth rate is wrong, not the market.
   5. Then the bridge: enterprise value less net debt, less minority interest, plus investments and surplus cash, less the value of anything not generating the cash flows you forecast. Divide by diluted shares.
   6. And I would state where the value actually comes from: typically 60 to 75 percent of a DCF is terminal value, which means the answer is mostly driven by two assumptions, WACC and terminal growth. So a single-point DCF is false precision, and I would present a sensitivity grid across both.

   Where candidates lose it

   Subtracting interest from the cash flows while discounting at WACC, and quoting a single-point value. Say the share of value in terminal value out loud, because acknowledging that the answer is an assumption-driven range is what separates an analyst from a spreadsheet operator.

   Expect next

   • What terminal growth rate would you use for India?
   • What would you cross-check the DCF against?
   • Which assumption is your value most sensitive to?
8. 066Terminal value: perpetuity growth or exit multiple? Which do you trust?Cost of capital and valuationHardtechnicalCorporate financeKPO research support

   Say this

   I compute both and use them as a check on each other. Perpetuity growth is theoretically cleaner because it is built from the same assumptions as the rest of the model; exit multiple is more intuitive but imports today's market sentiment into a value ten years out.

   Then walk it

   1. Gordon growth: final year free cash flow times one plus g, divided by WACC minus g. It is very sensitive to the spread between WACC and g. At a 12 percent WACC, moving g from 4 to 5 percent raises terminal value by about 14 percent.
   2. Exit multiple: apply a normalised EBITDA multiple to the final year. The problem is you are assuming what the market will pay a decade from now, and today's multiple reflects today's rates and today's mood.
   3. So the discipline is to run both and reconcile. Take the perpetuity terminal value and back out the implied EBITDA multiple. If a 4.5 percent growth rate implies 19 times EBITDA for a business that has always traded at 11, something is wrong upstream, usually an unrealistic terminal margin.
   4. The internal consistency check that most models fail: at steady state, growth requires reinvestment. Terminal growth of 6 percent with capex set equal to depreciation implies infinite returns on new capital. Either fund the growth with reinvestment or lower the growth.
   5. Also check that terminal-year return on capital is plausible. If the model assumes the company earns 30 percent ROIC forever, you are assuming competitive advantage with no decay, which almost never survives.
   6. My practical rule: perpetuity growth capped at long-run nominal GDP, cross-checked against the implied multiple, with a sensitivity table over WACC and growth. And I would say plainly that terminal value is where two-thirds of the answer lives, so it deserves more scrutiny than the year-three revenue assumption people spend their week on.

   Where candidates lose it

   Picking one and not cross-checking. The mark of a good answer is backing out the implied exit multiple from the perpetuity method, and noticing that terminal growth without reinvestment is internally inconsistent.

   Expect next

   • Back out the implied multiple from a 4 percent perpetuity at a 12 percent WACC.
   • How much reinvestment does 5 percent terminal growth require?
   • What terminal ROIC would you assume?
9. 067When would you value a business on a multiple rather than a DCF?Cost of capital and valuationIntermediatetechnicalValuationKPO research support

   Say this

   When you cannot forecast credibly, when you need a market-based answer rather than an intrinsic one, or when the decision is relative. Multiples are quick, market-anchored and comparable; a DCF is only as good as a ten-year forecast you are willing to defend.

   Then walk it

   1. The case for multiples: they reflect what buyers are actually paying today, they need far fewer assumptions, and for a stable business in a sector with good comparables they are usually within the DCF range anyway.
   2. So I would lead with multiples for an early-stage screen, a fairness cross-check, a cyclical business where the forecast is a guess, or a financial institution where free cash flow is not a meaningful concept and you use price to book and return on equity instead.
   3. I would lead with a DCF where the cash flow profile is unusual: a concession asset with a finite life, a company mid-turnaround whose current EBITDA is unrepresentative, or a business with a large investment phase before the returns arrive.
   4. The trap with multiples is the comparable set. Same sector is not the same business. A company at 14 times against peers at 10 may be correctly priced because it grows faster, earns a higher ROIC and carries less cyclicality. Multiples hide all of that in one number.
   5. You also have to match numerator to denominator. Enterprise value with EBITDA or EBIT, equity value with net income. And adjust for capital structure, leases, minority interests and one-offs before comparing anything.
   6. In India there is a practical reason multiples dominate: for an unlisted mid-market company you often have no reliable beta, no forecast beyond two years and no peer with clean disclosure. So the working answer is a multiple range from comparable transactions, with a DCF as a reasonableness check, and I would be honest that the range is wide.

   Where candidates lose it

   Framing it as a theoretical contest. Interviewers want the situational judgement: forecastability, the availability of clean comparables, and the type of business. Getting caught pairing equity value with EBITDA is the other fatal slip here.

   Expect next

   • Which multiple for a bank, and why not EV/EBITDA?
   • How would you adjust a comparable set for growth differences?
   • How do you value an unlisted Indian mid-market company?
10. 073What makes a good financial model?Modelling, Excel and dataIntermediatetechnicalFinancial modellingCorporate FP&A

    Say this

    Someone else can pick it up, understand it in ten minutes and change an assumption without breaking it. That means one input layer, consistent formulas across each row, no hard-coded numbers inside calculations, and checks that fail loudly.

    Then walk it

    1. Structure first: inputs, calculations and outputs separated, ideally on separate sheets. One assumption lives in exactly one cell and is referenced everywhere else. If a tax rate appears in three places, the model is already wrong.
    2. Consistency across the row. The same formula copied right across every period, no exceptions, so you can audit a row by checking one cell. A single different formula mid-row is the most common source of silent error.
    3. Formatting as a communication tool: blue for inputs, black for formulas, green for links to other sheets, units labelled on every row, and signs consistent so costs are always negative or always positive, never both.
    4. Checks that are visible. Balance sheet balancing to zero, cash flow tying to the balance sheet cash movement, sources equalling uses, and a single master check cell at the top of every sheet that turns red. A check nobody can see is not a check.
    5. Simplicity. Two hundred rows that a director understands beats two thousand that only you do. If a level of detail does not change a decision, it is cost without benefit, and the honest test is whether removing it moves the answer by more than one percent.
    6. And documentation: a cover sheet with purpose, version, author, date, source of each key assumption and a list of known limitations. In an audit or a diligence process that page saves days.

    Where candidates lose it

    Answering with a list of Excel techniques. The interviewer is asking about design for other people: one input layer, row consistency, visible checks, and restraint on complexity. Mentioning the single master check cell signals you have actually built models in a team.

    Expect next

    • How would you document a model for handover?
    • What check would you build first?
    • When is complexity worth it?

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.