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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100 questions, mapped to the firms that asked them

Questions
100
Traced to a firm
42
Firms
28
Updated
September 2026
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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
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  1. 072What is an appropriate IRR range and valuation multiple for the software industry?Markets and ratesHardtechnicalMoody'sAnalytics · New York · 2018

    Say this

    Sponsors in software typically underwrite to a 20 to 25 percent IRR, and the sector trades on revenue multiples rather than EBITDA because so much profit is reinvested in growth. But I would refuse to give a single multiple without knowing growth, retention and margin, because the dispersion inside software is enormous.

    Then walk it

    1. On IRR: private equity underwrites mid-20s and reports something lower. For software specifically the return is driven by revenue growth and multiple expansion rather than deleveraging, because these are asset-light businesses that carry debt against recurring revenue rather than against assets.
    2. On multiples: enterprise value to forward revenue is the working metric while a company is reinvesting through the P&L, and enterprise value to EBITDA once it matures. Quoting an EBITDA multiple for a company at 3 percent margin is meaningless.
    3. The three variables that set the multiple: revenue growth, net revenue retention and gross margin. Growth above 30 percent with retention above 115 percent commands a multiple several times that of a 10 percent grower with 95 percent retention, and the market re-rates that spread aggressively with the rate cycle.
    4. So the honest answer is a range with a condition attached. Mature, slow-growth, profitable software has traded in the mid to high single digits of revenue; high-growth has traded anywhere from 6 to 20 times forward revenue depending on the rate environment. Any point number I quote is wrong within a quarter.
    5. The rule of 40, growth plus margin above 40, is the shorthand the market uses to compare across the growth-versus-profit trade-off. It is a screen, not a valuation, and its weakness is that it treats a point of growth and a point of margin as equal when growth compounds.
    6. For an Indian angle: listed Indian IT services is a different business and trades on price to earnings in the low-to-mid twenties, because it is people-leveraged services revenue, not product. Conflating SaaS and IT services multiples is the mistake to avoid.

    Where candidates lose it

    Quoting a confident single multiple. The sector's dispersion is the answer, and so is naming the drivers, growth, retention and margin, that set the multiple. Also be ready to say why revenue multiples are used at all, which is reinvestment through the P&L.

    Expect next

    • Why revenue multiples rather than EBITDA?
    • What is net revenue retention and what level is good?
    • How does the rate environment move software multiples?

    Reported by candidates at Moody's (Analytics, 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.