Financial Analysis interview preparation

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

1. 083Two days before the board meeting you realise the quarter is going to miss by a wide margin. What do you do?Business partneringHardsuperdayDED.E. ShawStrategy and Operations · New York · 2025

   Say this

   Tell my manager immediately, before I have the full explanation. Then in parallel verify the number, build the bridge from the last forecast to the new one, and prepare the two or three actions being taken. Bad news travels first, analysis follows.

   Then walk it

   1. Escalate within the hour, with what I know and what I do not. The cardinal sin is waiting until you have a tidy story, because the value of the warning decays by the hour and a CFO surprised in a board meeting will never trust you again.
   2. Then verify before it goes anywhere else. Is it a genuine shortfall, a timing slip, a cut-off error or an unposted accrual? A miss that turns out to be a data problem, after the board was warned, is its own kind of damage.
   3. Then the bridge, which is the actual deliverable: from the last communicated forecast to the new expectation, broken into volume, price, mix, cost and timing, with each item owned by a name. Boards can absorb a miss. They cannot absorb a miss you cannot explain.
   4. Then the forward view, because the board's first question is never about the quarter, it is about the year. What does this mean for the full-year forecast, for cash, and for covenant headroom at the next test date.
   5. Then the actions. Two or three concrete things being done, with expected impact and timing. Not a promise to make it up; a credible statement of what is and is not recoverable.
   6. And I would flag anything with a disclosure or covenant consequence to the controller and, if listed, to the company secretary, because a material shortfall can carry obligations that are not FP&A's call to make.

   Where candidates lose it

   Trying to fix or soften it before telling anyone. That is the instinct and it is the wrong one. Escalate first, then verify, then bridge. Also remember the full-year and covenant implications, because that is what the board actually asks about.

   Expect next

   • What if your manager tells you to hold it until after the meeting?
   • How do you present a miss without sounding defensive?
   • What would you change in the forecast process afterwards?

   Reported by candidates at D.E. Shaw (Strategy and Operations, New York, 2025). Source: Wall Street Oasis.

2. 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.