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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
Level
AnyCoreIntermediateHard
Type
AnyTechnicalCaseBrainteaserMarket viewFit
Showing 1–2 of 2 · filtered from 100Clear filters
  1. 001How are the three statements related and connected?Three statementsCorephone / first roundMoody'sGeneralist · New York · 2022

    Say this

    The P&L shows performance over a period, the balance sheet is a snapshot at a point in time, and the cash flow statement explains how you got from one balance sheet to the next. They join at exactly two places: net income and cash.

    Then walk it

    1. Net income is the bottom of the P&L and the top of the cash flow statement. From there you add back non-cash charges, adjust for working capital, then run investing and financing.
    2. The closing cash number from the cash flow statement is the cash line on the balance sheet. That is link one.
    3. Net income less dividends flows into retained earnings inside equity. That is link two.
    4. So the balance sheet balances because both halves of net income land in it, the cash it generated on the asset side and the earnings it kept on the equity side.
    5. The reason it matters in an FP&A seat is that you cannot forecast one statement alone. If I forecast revenue growth of 20 percent, receivables and inventory move, which changes cash, which changes interest, which changes net income. The three statements are one model.

    Where candidates lose it

    Reciting three definitions and stopping. The word in the question is 'connected'. Say the two linkage points out loud, ending cash onto the balance sheet and net income into retained earnings, or you have not answered it.

    Expect next

    • If you could only see one statement, which would you pick and why?
    • A company is profitable but running out of cash. Where do you look first?
    • Walk me through how 100 rupees of depreciation moves through all three.

    Reported by candidates at Moody's (Generalist, New York, 2022). Source: Wall Street Oasis.

  2. 002What are some non-cash items on the cash flow statement?Three statementsCoretechnicalMoody'sProject Finance · New York · 2018

    Say this

    Depreciation and amortisation, share-based compensation, impairments and write-offs, provisions and their movements, deferred tax, unrealised foreign exchange gains and losses, and the equity-accounted share of profit from associates.

    Then walk it

    1. The rule is simple: anything that hit the P&L but did not move cash gets added back or subtracted in the operating section.
    2. D&A is the obvious one, and it is usually the largest. Impairments and write-offs of receivables or inventory are the same idea in one lumpy hit.
    3. Share-based compensation is a real cost to shareholders through dilution but never touches the bank account, so it is added back.
    4. Provisions are worth calling out separately because two things happen: the charge is non-cash when you create it, but the utilisation is real cash later. A clean cash flow statement shows both.
    5. Then the ones people forget. Deferred tax, because book tax and cash tax differ. Unrealised FX on translating a foreign loan. And share of associate profits, which you consolidate one line in the P&L but only receive as a dividend.
    6. The reason a credit analyst cares is that the bigger the gap between EBITDA and operating cash flow, the more the earnings are made of accounting rather than cash.

    Where candidates lose it

    Stopping at depreciation and amortisation. That answer is worth about four seconds. The list is what separates someone who has read a cash flow statement from someone who has built one, so get to provisions, deferred tax and unrealised FX.

    Expect next

    • Which of those would worry you most if it kept growing?
    • How would you test whether a company's earnings convert into cash?
    • Why is a provision charge non-cash but the utilisation cash?

    Reported by candidates at Moody's (Project Finance, New York, 2018). 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.

Puzzles

100 Financial Analysis puzzles, solved step by step

Try each one before you read the answer: probability, mental maths and the brainteasers interviewers use to watch you think.

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Case studies

100 Financial Analysis case studies, worked step by step

A business, its numbers and a task, as in an assessment day or a case round. Work it on paper, then open the solution one step at a time.

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