Investment Banking Analyst/Associate
Interview Questions & Prep
Investment banking interviews are a stamina test as much as a knowledge test. With Goldman Sachs alone drawing over 360,000 applications for roughly 2,600 seats in the 2025 cycle, superdays are built to stress-test candidates across back-to-back rounds — technical modeling drills, deal walk-throughs, and fit questions, often with different interviewers asking overlapping questions to check for consistency. The technical bar is genuinely mechanical: you either know how a DCF or LBO actually works or you don't, and hesitation on the fundamentals ends interviews fast. The questions below follow the patterns those rounds reliably run.
These aren't leaked question lists, and no page can predict your interview verbatim — they're the patterns these interviews reliably follow. Use them to build your own stories, not to memorize someone else's.
How Investment Banking Analyst/Associate interviews are typically structured
Expect a first-round phone or video screen (fit plus light technicals), then a superday of 3-5 back-to-back interviews in a single day — a mix of senior bankers and recent analysts/associates — each running technical questions, a deal walk-through, and fit questions. Technical questions escalate in difficulty through the day; the final rounds often go deeper into your own resume deals than the standard question bank. Composure across the full day, not just individual answer quality, is part of what's being assessed.
The questions — with a practice tracker
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Opening & motivation questions
Walk me through your resume.
What they're really asking
The universal opener across every round of a superday — interviewers are listening for a tight, deal-relevant narrative, since you'll likely be asked this multiple times by different people in one day.
A strong answer covers
- A 60-90 second arc ending logically at 'and that's what brought me to banking, and to this desk specifically'
- Deal or finance-relevant experience emphasized over unrelated activities, even if the unrelated ones feel impressive
- A version consistent enough that repeating it to a different interviewer an hour later doesn't contradict itself
Your talking points
Why investment banking, and why this bank specifically?
What they're really asking
Filters candidates chasing prestige or comp from those who understand what the analyst years actually involve; 'why this bank' also tests whether you've researched beyond the brand name.
A strong answer covers
- An honest, specific motivation — deal exposure, the learning curve, the group's focus area — not just compensation or prestige
- Something concrete about this bank's recent deals, group strength, or culture that a generic answer wouldn't include
- Awareness of the hours and grind of the analyst years, stated without complaint
Your talking points
Technical modeling & deal questions
Walk me through a DCF from start to finish.
What they're really asking
The single most-repeated technical question in banking interviews; a hesitant or incomplete answer here can end the interview's credibility regardless of how strong the rest of your resume is.
A strong answer covers
- Free cash flow projection built from revenue through unlevered FCF, stage by stage
- The discount rate — WACC — and what feeds into it (cost of equity via CAPM, cost of debt, capital structure weights)
- Terminal value via both the Gordon Growth and exit multiple methods, and why you'd sanity-check one against the other
- Discounting the projection and terminal value back to present value to arrive at enterprise value
Your talking points
Walk me through how an LBO model works, and what drives returns.
What they're really asking
Tests whether you understand leverage mechanics beyond the term, since LBO logic is central to sponsor-facing deal work in most groups.
A strong answer covers
- The basic structure — a sponsor buys a company using a mix of equity and debt, aiming to pay down debt and exit at a higher multiple
- The three levers of returns: multiple expansion, EBITDA growth, and debt paydown, named specifically
- A sensitivity view — how entry multiple, leverage level, and exit timing each move the IRR
Your talking points
How would you value a company with negative earnings?
What they're really asking
A common curveball that tests whether your valuation knowledge is memorized or genuinely understood — candidates who only know the DCF/comps script often stall here.
A strong answer covers
- That a standard P/E-based comp approach breaks down, and naming an alternative metric — EV/Revenue, EV/EBITDA if EBITDA is positive even when earnings aren't
- A DCF as still viable if cash flows can be reasonably projected forward to profitability
- Sector-specific metrics where relevant — a subscriber or user metric for early-stage tech, for instance
Your talking points
Walk me through the accounting impact of a $100 depreciation expense on all three financial statements.
What they're really asking
A classic three-statement linkage question; tests whether you understand how the statements actually connect rather than treating them as separate exercises.
A strong answer covers
- Income statement: depreciation reduces pre-tax income and, at the assumed tax rate, net income
- Cash flow statement: net income flows in, but depreciation is added back since it's a non-cash expense
- Balance sheet: PP&E decreases by the depreciation amount, and cash increases by the tax shield versus a no-depreciation scenario, keeping the balance sheet balanced through retained earnings
Your talking points
Behavioral questions — answer these with STAR
STAR = Situation, Task, Action, Result — the structure interviewers are trained to score. The scaffold under each question saves your story as you build it.
Walk me through a deal or transaction on your resume in detail.
What they're really asking
For candidates with prior deal exposure, this is often the toughest question of the day — interviewers probe for genuine understanding of the deal mechanics versus a memorized summary of your bullet point.
A strong answer covers
- The deal's basic facts — size, structure, your specific role — stated precisely
- What you actually did day to day on the deal, not the team's collective work
- Readiness for follow-up questions on the valuation methodology or structure used, since interviewers commonly dig deeper here than anywhere else
Build your STAR story
Tell me about a time you had to manage competing deadlines under significant pressure.
What they're really asking
Directly probes whether you can handle the analyst workload — the interview is partly a preview of the job's actual demands.
A strong answer covers
- The specific competing deadlines and stakes, quantified where possible
- How you prioritized and communicated status to whoever was depending on the work
- The outcome, and composure under the pressure demonstrated by the way you tell the story, not just its content
Build your STAR story
Describe a time you caught a significant error in your own or someone else's work.
What they're really asking
Modeling accuracy is existential in this job — a wrong model can misprice a deal — so panels want direct evidence of attention to detail under real conditions.
A strong answer covers
- The error and how you caught it — a sanity check, a sensitivity that looked off, a reconciliation that didn't tie out
- How you handled correcting it, including telling whoever needed to know
- What changed in your own process afterward to catch similar errors sooner
Build your STAR story
How do you handle receiving harsh or unclear feedback on a deliverable?
What they're really asking
Analyst life runs on repeated redlines and terse feedback from seniors; interviewers are testing whether you'll take it constructively or need excessive hand-holding.
A strong answer covers
- A real instance of tough feedback, without defensiveness in how you describe it
- How you clarified what was actually being asked for, rather than guessing and resubmitting blind
- The outcome — the deliverable improved, and the working relationship with that senior held up
Build your STAR story
Your next step
The free AI coach asks them one at a time and gives honest, structured feedback on your actual answers — including a STAR check on the behavioral ones.
- Track this interview in your pipeline → Move the application to "Interview" in the free tracker so the thank-you note and follow-up happen on time — it's private to your browser.
- Stuck on a specific question? → ask the free AI career assistant — answers grounded in our published guides, with sources.
Preparation tips for this role
- Drill the DCF, LBO, and three-statement linkage questions until you can answer them cold, out loud, without notes — hesitation on these fundamentals is the single most common reason strong candidates get cut.
- Prepare your resume deal walk-throughs in real depth, including the valuation methodology used and why — this is where senior interviewers dig hardest, especially in later superday rounds.
- List your FINRA licenses (Series 79, Series 63, SIE) explicitly if you hold them, and be ready to discuss timeline if you're actively pursuing them — recruiters verify these directly.
- Practice your 'walk me through your resume' answer enough that it stays consistent across 4-5 repetitions in one day, since different interviewers will ask overlapping questions and compare notes.
- Treat composure across the full superday as part of the evaluation — a strong technical answer in round 4 after a rough round 2 matters more than getting every single round perfect out of the gate.
Strong questions to ask them
"Do you have any questions for us?" is scored too. These show judgment — and get you information you genuinely need.
- What kinds of deals has the group closed most recently, and what's the current pipeline like?
- How is deal work typically staffed across analysts on a live transaction?
- What separates a first-year analyst who gets staffed on the best deals from one who doesn't?
- What does the path from analyst to associate typically look like at this bank?
- What's the group's culture like around hours and workload during an active deal versus a quiet stretch?
And when the interview works: the offer
The conversation after "we'd like to make you an offer" is worth preparing too — often thousands' worth. Structure the offer with the free evaluator, or read how (and when) to counter.
First, make sure you get the interview
Interview prep only matters once a recruiter actually calls — and for most investment banking analyst/associate applications, an ATS decides that first. Check where your resume stands before the interview questions ever come up.
Related pages for Investment Banking Analyst/Associate
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