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Financial Analysis interview preparation

The three statements, working capital, ratios, forecasting, variance analysis, costing, capital budgeting, valuation and the modelling and Excel work that fills the day, plus the fit questions about why this seat. Every question is either traced to a named firm from a public candidate report, or tagged at desk level when we could not trace it — we do not invent attributions.

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Question bank

100 questions, mapped to the firms that asked them

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
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Type
AnyTechnicalCaseBrainteaserMarket viewFit
Showing 61–70 of 100
  1. 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?
  2. 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?
  3. 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.

  4. 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.

  5. 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?
  6. 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?
  7. 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?
  8. 068What is the current SOFR rate?Markets and ratesCoretechnicalBain CapitalGeneralist · Boston · 2023

    Say this

    Give the level, then show you know what it is. SOFR is the secured overnight financing rate, the overnight cost of borrowing cash against US Treasuries, and it replaced USD LIBOR as the benchmark for floating-rate loans. Know the number the week of your interview and know roughly where term SOFR sits.

    Then walk it

    1. What it is: a transaction-based rate calculated from actual overnight repo trades, published each morning by the New York Fed. Because it is secured and backward-looking, it is nearly risk-free, unlike LIBOR which embedded bank credit risk.
    2. That difference is why loan documents add a credit spread adjustment when they convert from LIBOR to SOFR, historically in the region of 10 to 26 basis points depending on tenor.
    3. It tracks the Fed's target range closely, so if you know where the federal funds range sits you can bracket SOFR within a few basis points. Say the range and then the number, so if your number is a week stale the answer still stands.
    4. Term SOFR, the one, three and six month forward-looking versions, is what leveraged loans actually price off. A credit priced at SOFR plus 500 has an all-in cost of term SOFR plus 5 percent.
    5. The Indian equivalents are worth having ready in the same breath: the RBI repo rate, MIBOR for overnight rupee funding, and the fact that Indian corporate loans are typically benchmarked to an external benchmark lending rate or to MCLR.
    6. And the reason they ask: it is a five-second check on whether you read anything. Also be ready for what the rate implies, because the follow-up is always what it means for leverage, deal volume or hurdle rates.

    Where candidates lose it

    Not having a number. This is pure preparation and there is no way to talk around it. Quote the Fed funds range alongside it so a slightly stale number still lands, and have the RBI repo rate ready for an Indian interview.

    Expect next

    • Why did the market move from LIBOR to SOFR?
    • What is the RBI repo rate right now?
    • What does the current level mean for leveraged lending volumes?

    Reported by candidates at Bain Capital (Generalist, Boston, 2023). Source: Wall Street Oasis.

  9. 069Where are Indian policy rates right now, and what does that mean for the company you would be joining?Markets and ratesIntermediatetechnicalIndian corporate FP&ATreasury

    Say this

    Give the repo rate, the ten-year G-sec yield and the inflation print, then trace them to three things the company actually feels: borrowing cost, working capital cost and demand. The chain matters more than the decimal.

    Then walk it

    1. The three numbers to have ready: the RBI repo rate, the ten-year G-sec yield, and CPI inflation against the RBI's 4 percent target with a 2 percent band. Also know the stance, whether the committee is neutral, accommodative or withdrawing accommodation.
    2. First transmission: the cost of debt. Most Indian corporate borrowing is floating and benchmarked to an external benchmark or MCLR, so a 50 basis point repo move flows through within a quarter or two. On 500 crore of debt that is 2.5 crore of EBIT.
    3. Second: working capital. The cash credit line reprices immediately, so a rate move changes the cost of every day of receivables and inventory, which is the argument for treating working capital days as a financial KPI rather than an operational one.
    4. Third: demand. For anything financed at the point of sale, housing, autos, consumer durables, the rate is a demand variable, not just a cost variable. That effect is bigger than the interest line for those sectors.
    5. Fourth: the discount rate. A higher G-sec raises the risk-free rate, raises WACC, and lowers every NPV in the capex pipeline. Projects approved at a 11 percent hurdle do not automatically survive at 13.
    6. So the answer I would land on is a specific action: at the current level I would re-test the capex hurdle rate, look at fixing a portion of floating debt, and tighten the receivables target. That converts a macro answer into a finance decision, which is what the question is really asking for.

    Where candidates lose it

    Reciting the repo rate and stopping. Anyone can memorise a number. The answer is the transmission chain into borrowing cost, working capital cost, demand and the hurdle rate, ending in one decision you would take.

    Expect next

    • What is the ten-year G-sec yield today?
    • Would you fix or float the company's debt right now?
    • Which sector is most exposed to a 100 basis point move?
  10. 070What would you think if a company like Google began paying dividends?Markets and ratesHardtechnicalS&P GlobalDebt Capital Markets · Chicago · 2022

    Say this

    I would read it as a signal about the growth runway, not as a return of value. A company initiating a dividend is telling you it has more cash than it has projects earning above its cost of capital. That is maturity, and sometimes it is good news.

    Then walk it

    1. The signalling logic: dividends are sticky. Cutting one is punished, so initiating a dividend is a commitment to a permanent cash outflow, which management only makes if it is confident about the base cash flow and out of high-return reinvestment ideas.
    2. So the first question is what it says about reinvestment. If ROIC on incremental capital is 25 percent, paying cash out is value-destructive versus reinvesting. If the marginal project is earning single digits, the dividend creates value by stopping empire-building.
    3. Second, why a dividend rather than a buyback. Buybacks are flexible and tax-efficient for shareholders; dividends attract a different investor base, income and index funds, which can broaden the shareholder register and lower the cost of equity slightly.
    4. Third, the credit view, which is the angle a rating analyst would want: a dividend is a new permanent claim on cash ahead of debt reduction. For a company with a fortress balance sheet that is immaterial; for a levered issuer it is a negative, and a debt-funded dividend is a clear credit negative.
    5. Fourth, the market reaction is usually mixed for exactly this reason. Income investors buy, growth investors read it as a deceleration signal and sell. Watch which register turns over.
    6. For India there is a specific wrinkle worth adding: since dividend distribution tax was abolished, dividends are taxed in the investor's hands at slab rates, which makes buybacks relatively more attractive for high-bracket promoters and changes the payout preference.

    Where candidates lose it

    Answering as if it is simply shareholder-friendly. The insight is that it signals a shrinking set of high-return projects. And in a ratings or DCM interview you must give the credit angle: a new permanent claim on cash ahead of the lenders.

    Expect next

    • Dividend or buyback, and why?
    • When would a dividend be a credit negative?
    • How would you model a dividend policy change?

    Reported by candidates at S&P Global (Debt Capital Markets, Chicago, 2022). Source: Wall Street Oasis.

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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.

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