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 Capital3State Street3Ares Management2BlackRock2D.E. Shaw2Morgan Stanley2Oaktree Capital Management2S&P Global2Bridgewater Associates1Citadel1Franklin Templeton1Golub Capital1Harris Williams1Houlihan Lokey1J.P. Morgan1Jane Street1Marshall Wace1Millennium Management1Morningstar1PIMCO1Sycamore Partners1Truist Securities1Two Sigma1Vanguard1Wellington 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
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Type
AnyTechnicalCaseBrainteaserMarket viewFit
Showing 1–1 of 1 · filtered from 100Clear filters
  1. 007What is the quality of the revenue? How would you actually judge that for a company you cover?Three statementsIntermediatetechnicalMoody'sCorporate Finance · New York · 2018

    Say this

    Revenue quality is about repeatability, cash conversion and concentration. I would ask three things: does it come back next year without being re-sold, does it turn into cash, and how much of it comes from the top five customers.

    Then walk it

    1. Repeatability first. Contracted or subscription revenue with a renewal rate is worth far more than project revenue re-won every year. For an IT services firm I would look at the share of annuity business versus time-and-material.
    2. Cash conversion. Revenue that sits in receivables for 90 days, or in unbilled revenue for longer, is lower quality than revenue collected in 30. Unbilled revenue growing faster than revenue is a classic warning.
    3. Concentration. If the largest customer is 25 percent of sales, the revenue carries a step-change risk that the growth rate will not show you.
    4. Then pricing versus volume. Growth from price with stable volume tells you there is real pricing power. Growth from discounting into a channel is borrowed from next year.
    5. And the accounting itself. Percentage of completion, gross versus net presentation for a platform, incentives and rebates netted or not, and whether anything material was recognised in the last week of the quarter.
    6. For a rating I would summarise it as: how much of this revenue would still be there next year if nobody made a sales call. That is the number that supports the debt.

    Where candidates lose it

    Treating this as a revenue recognition question only. Quality is commercial before it is accounting. Repeatability, cash conversion and customer concentration are the three levers, and naming concentration is what makes you sound like a credit analyst.

    Expect next

    • How are margins and operating leverage at that company?
    • What would you ask the CFO to prove revenue quality?
    • Which sector has the lowest quality revenue, in your view?

    Reported by candidates at Moody's (Corporate 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.