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Guggenheim IB Interview Questions

Guggenheim investment banking interview questions from candidate reports. The technical bar, common M&A and valuation questions, and how Guggenheim superdays run.

Guggenheim is one of the more competitive seats on the Street, and its interviews reflect it. Guggenheim Securities is an advisory-focused firm with M&A, restructuring, and financing practices. Analyst classes are small, so the bar per seat is high — expect to be pushed past the surface-level answer on valuation, M&A mechanics, and accretion / dilution.

OFFERGOBLIN's Guggenheim filter pulls over 70 candidate-reported questions tagged to the firm. Use Bank & Round mode in the Accelerated tier to drill the depth Guggenheim interviewers expect rather than a generic first-round screen.

Sample Guggenheim IB Interview Questions

A short sample from the full bank. Tap an answer to reveal it.

  1. Guggenheim/ 1st Round/ Generalist

    What is a dividend recap? Walk me through instances where you would use one.

    A dividend recap is when a PE-owned company raises new debt specifically to pay a cash dividend to its sponsor, allowing the sponsor to de-risk and accelerate returns without selling the company, typically used after significant deleveraging or in favorable credit markets.

  2. Guggenheim/ 1st Round/ Generalist

    Valuation multiples: EV/EBITDA, EV/Revenue, EV/NI. Notice anything wrong about these?

    EV/NI is inconsistent Enterprise Value represents all capital providers (equity + debt), but Net Income is available only to equity holders (post-interest), so the correct pairing is Equity Value/NI (the P/E ratio).

  3. Guggenheim/ 1st Round/ Generalist

    Company A is preparing to purchase a company using all stock. Will the transaction be more or less dilutive if Company A has a P/E of 15x vs. a P/E of 10x?

    The transaction will be less dilutive at a P/E of 15x because the higher share price means fewer new shares are issued to acquire the target, resulting in less EPS dilution for existing shareholders.

  4. Guggenheim/ Superday

    When a PE firm exits an investment by selling to another PE firm, why would the acquiring PE firm want to buy a company that another PE firm already owned?

    Because value creation in PE comes from multiple independent leversthe acquiring firm sees untapped upside through a different thesis (e.g., buy-and-build, re-leveraging, or sector expertise) applied to a de-risked, professionalized platform.

  5. Guggenheim

    Would you invest in a stock with a 10% return, or debt with an 8% coupon trading at $80 with a par value of $100? Calculate the return on each and determine which is the better investment.

    The bond is the better investment: its current yield alone matches the stock's 10% return, and the built-in $20 capital gain to par pushes total return above 10%, all while carrying lower risk as senior capital structure.

  6. Guggenheim

    What is beta conceptually? How do you calculate beta?

    Beta measures a stock's sensitivity to overall market movementsits systematic riskand is calculated as the covariance of the stock's returns with the market's returns divided by the variance of the market's returns.

  7. Guggenheim

    Is Amazon more valuable together or would you sell some of its businesses?

    Amazon is probably more valuable mostly together, but I'd nuance it by segment. Retail, third-party marketplace, Prime, fulfillment, and advertising have strong operating synergies, so separating those would likely destroy value. AWS is the most separable business and could arguably command a higher standalone multiple, but at the total-company level I'd still lean that Amazon is worth at least as much, and likely more, as a combined platform because the retail/Prime/ads flywheel is real. The best counterpoint is that better segment disclosureespecially around advertising and retail profitabilitycould unlock value without a breakup.

  8. Guggenheim/ 1st Round/ Generalist

    A company previously purchased $100 of inventory using cash. Now the company sells that inventory for $200 and the payment is not due for 30 days. Assume a 20% tax rate. Walk me through the 3 financial statements.

    Net income rises $80 and cash is flat. On the income statement, $200 of revenue less the $100 of inventory cost gives $100 of pretax income, and a 20% tax rate leaves $80 of net income. On the cash flow statement, start with that $80, add the $100 released as inventory leaves the balance sheet, subtract the $200 the customer still owes, and add the $20 of tax accrued but not yet paid in cash. It nets to zero.

  9. Guggenheim/ Superday/ Technology

    What is the difference between gross revenue retention and net revenue retention?

    Gross revenue retention measures the percentage of beginning ARR retained after churn and downgrades (capped at 100%), while net revenue retention also adds back expansion revenue from existing customers, allowing it to exceed 100%.

  10. Guggenheim/ 1st Round/ Generalist

    What types of debt would you advise a PE firm to use in an LBO?

    I'd recommend a senior secured Term Loan B as the primary tranche for its low cost and covenant-lite flexibility, supplemented by a revolver for liquidity, and layering in high-yield notes or mezzanine debt for incremental leverage as needed.

  11. Guggenheim/ 1st Round/ Generalist

    A company buys $100 of inventory using cash. Walk me through the 3 financial statements.

    No income statement impact; on the balance sheet, cash decreases by $100 and inventory increases by $100; on the cash flow statement, the $100 inventory increase is a working-capital use of cash, reducing cash from operations by $100.

  12. Guggenheim/ Superday/ Generalist

    Company has market capitalization of $750, P/E = 25x, Debt = $250, Cash = $0, EV/EBITDA = 10x, Depreciation & Amortization = $30, Capital Expenditures = $20, and a 4% interest rate on debt. Find the tax rate.

    The tax rate is 50%, derived by finding Net Income ($30) from P/E, EBITDA ($100) from EV/EBITDA, EBIT ($70) after D&A, EBT ($60) after interest expense ($10), then solving 30 = 60 × (1 t).

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