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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 1–1 of 1 · filtered from 100Clear filters
  1. 090If you had infinite time and money, what invention would you make?Brainteasers and estimationCoresuperdayDED.E. ShawConsulting · New York · 2026

    Say this

    Pick one specific thing, explain the problem it solves, and then reason about it like an analyst: who benefits, what it would cost, what would be hard, and what could go wrong. The invention is a prompt; the thinking is what is being marked.

    Then walk it

    1. Specificity beats ambition. 'Cure all disease' is a non-answer. Something like a cheap, accurate soil-nutrient sensor that tells a smallholder farmer exactly what to apply, in the local language, from a phone, is answerable and testable.
    2. Then the problem size, with a rough number. Roughly a hundred million-plus smallholdings in India, most fertilising by habit rather than measurement, which wastes input cost and damages yields. That frames the value without pretending to precision.
    3. Then the mechanism and the hard part, because interviewers listen for whether you can identify the real constraint. The sensor is not the hard part; distribution, calibration across soil types and getting the recommendation trusted are.
    4. Then the economics: what it would have to cost per unit to be adopted, who pays, and whether the value is captured through hardware, subscription or through the input supplier.
    5. Then the second-order effects, which is where you can be genuinely interesting: it shifts bargaining power toward farmers, changes fertiliser demand mix, and has an environmental effect through runoff. Good answers hold both the upside and the unintended consequence.
    6. Keep it to two minutes and show some actual enthusiasm. This question is also a personality screen: they want to know whether you think about anything outside a spreadsheet.

    Where candidates lose it

    Giving a grand abstraction, or a joke answer. The point is structured curiosity: one specific invention, the problem, the hard constraint, the economics, and an unintended consequence. And do not choose something you cannot discuss for three minutes.

    Expect next

    • What would be the hardest part to actually build?
    • How would you fund it if money were not infinite?
    • What would be the unintended consequence?

    Reported by candidates at D.E. Shaw (Consulting, New York, 2026). 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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