99 questions reported in Citadel interviews, organised by the group that asks them. Every question carries a model answer and graded feedback on your own attempt.
Risk limits, factor neutrality, drawdown discipline and Sharpe per unit of risk. 20 questions
Adding a PM With Similar Returns
Easy
A platform interview testing whether a candidate thinks in marginal portfolio risk rather than standalone returns.
Two candidate PMs each target a 10% annual return at 8% volatility. PM A's return correlation to the existing platform is 0.75; PM B's is 0.10. Which PM is more valuable before any other diligence,…
A first-round check that an analyst can read a PM's daily P&L report rather than repeat the headline number.
A PM reports $4.0m of gross security-selection P&L for the month. Index hedges lost $0.9m, trading costs were $0.3m and financing cost $0.4m. What net P&L should the platform report, and what would…
A realistic morning workflow question for an analyst supporting a pod after a volatile earnings session.
Your PM's book is down 3.5% after earnings. The three largest losses are all long software names, while the market hedge was flat. The PM says each thesis is intact and asks you for a recommendation…
A platform-risk case about separating a temporary drawdown from an impaired investment process.
A portfolio manager is down 6% year-to-date against an 8% annual stop. The losses came from three trades that shared an unexpected factor exposure; their core alpha signals remain positive. How would…
Decide When Diversified Pods Are Crowding the Same Trade
Hard
A multi-manager risk review after multiple teams report unrelated sources of alpha but move together in stress.
Several pods show low historical return correlation, yet their top risk positions all rely on the same short-volatility and liquidity assumptions. What should the central risk team do?
Evidence Weighting: Allocate Conviction Across Bull, Bear and Uncertainty
Hard
A multi-strategy hedge-fund interview testing whether an analyst can turn mixed macro and company evidence into a calibrated position recommendation.
You are allocating risk to a long industrials basket ahead of a potential manufacturing recovery. Assign 100 conviction points across the bull, bear and unresolved cases as evidence arrives. Then…
Reallocating Capital After a Volatility Regime Shift
Hard
A senior analyst case on changing allocations when apparent diversification fails during a market shock.
A platform's equity long-short, merger-arbitrage and credit relative-value pods were each within their own limits, but all lost money when volatility doubled and funding spreads widened. The CIO asks…
Variant perception, catalyst mapping, short construction and sizing. 12 questions
Earnings Per Share and the P/E Multiple
Easy
An accessible calculation that tests whether a candidate can connect earnings to an equity valuation.
A company earns $120m of net income and has 60m diluted shares. Its share price is $30. Calculate EPS and P/E. If earnings rise 10% next year and the P/E stays unchanged, what share price does that…
An introductory portfolio-construction question at fundamental hedge funds and multi-manager platforms.
You prefer Company A to Company B, two similarly sized online travel businesses. Explain how a long A / short B pair trade differs from simply buying A. What must be true for the pair to work?
A portfolio-construction follow-up at fundamental funds and multi-manager platforms.
You estimate a stock has 30% upside in your base case, 10% downside in a bear case and 50% upside in a bull case. How would you decide whether it should be a 1% or 5% position?
A stock-pitch challenge used to test whether a candidate can distinguish valuation caution from a tradeable short.
A software company trades at 20x forward revenue, growth is slowing, and you think the multiple should eventually fall to 12x. Is that enough to short it? What additional work would turn the view into…
Manage the Position When the Price Moves Against You
Hard
A hedge-fund position-management case separating thesis evidence from P&L emotion.
You own a 4% long position in a payments company. The stock moves, new evidence arrives and portfolio risk tightens. Decide whether to add, hold, hedge, trim or exit before writing the PM update.
Position Management: Hedge-Fund Long/Short Drawdown
Hard
A long/short equity pod interview testing whether an analyst can separate price action, thesis evidence, exposure and catalyst risk during a drawdown.
You are the analyst on a market-neutral consumer-internet book. A core long sells off through earnings, sector correlation rises and a new operating datapoint challenges part of the thesis. Make the…
An offer-level case used to test whether you can short valuation without ignoring quality and timing risk.
You think a high-quality software company is 35% overvalued because consensus assumes 30% growth for three more years. The company has 120% net revenue retention, 80% gross margins and a strong…
Recovery analysis, capital structure relative value and covenant leakage. 10 questions
Clean Price, Dirty Price, and Accrued Interest
Easy
A basic trading-desk question used to check whether a candidate understands what cash changes hands on a bond trade.
A 6.0% annual-coupon bond pays semi-annually on 30 June and 31 December. It trades on 31 March at a clean price of 92.00. Assume 90 days have elapsed in a 180-day coupon period and par is 100. What is…
A relative-value interview question for a credit fund that trades both cash bonds and CDS.
An issuer's one-year CDS trades at 1,200bp while five-year CDS trades at 750bp. What is the market signalling, and how would you decide whether to buy near-term protection, sell it, or express the…
A harder relative-value question linking credit, equity and catalysts.
A company's secured bonds trade at 85 while the equity still implies meaningful value. How could a credit fund think about capital structure arbitrage?
Duration, curve trades, auctions, basis and central bank reaction. 8 questions
Why Do Bond Prices Fall When Yields Rise?
Easy
Foundational screen for any fixed income or markets role.
Explain intuitively and mathematically why bond prices move inversely to yields. Which bond falls more when rates rise by 1%: a 2-year or a 30-year? Why?
A rates-desk scenario lab testing DV01 arithmetic, limit discipline and trade expression after a macro surprise.
You are covering a Treasury book after a hot CPI print. Size the rate-risk exposure, test it against the desk limit, and recommend how to preserve the trade thesis without relying on a hope-driven…
Expect this in every fixed income interview, often with a calculation.
Define Macaulay duration, modified duration and convexity. A bond has a modified duration of 7 and convexity of 90. Estimate the price change if yields rise 150bps.
Trading a CPI Surprise Without Chasing the Headline
Medium
A realistic junior-trader scenario testing whether a candidate can convert a macro print into a risk-defined rates view.
Headline and core CPI both print 0.2 percentage points above consensus. Two-year Treasury yields jump 12bp in seconds, while ten-year yields rise only 4bp. You think the market has overreacted. What…
A rates relative-value interview case testing whether a candidate can see financing and delivery optionality, not just a screen spread.
A desk sees a deliverable Treasury trading rich to its futures-implied price and proposes buying the future's cash-and-carry: buy the bond, finance it in repo, and short the futures. The apparent…
A common follow-up that tests whether you can translate a merger spread into market-implied odds.
A target trades at $45. A cash bid offers $50, and you estimate a $35 break price. Ignoring time value, what completion probability is implied by the market price?
An analyst workflow question for funds trading predictable forced flow around index additions and deletions.
A widely tracked index announces that a $6bn market-cap company will be added at Friday's close. Passive funds tracking the index own an estimated $800bn and the stock's average daily dollar volume is…
The construction question that follows the cash-deal merger arb question.
Acquirer A is buying Target B in an all-stock deal at a 0.5x exchange ratio. A trades at $80, B at $38. Construct the trade, calculate the spread, and explain what you're exposed to.
A merger-arbitrage follow-up designed to test whether a candidate understands when an exchange-ratio hedge stops being static.
Target B will be acquired for a fixed $60 of Acquirer A stock, subject to a collar. If A trades between $80 and $100 during the pricing period, B receives 0.667 A shares. Below $80, B receives 0.75…
A basic arithmetic screen on an FX or macro desk where a wrong quote convention can reverse the trade conclusion.
EUR/USD rises from 1.0800 to 1.1016. What happened to the euro and the US dollar? If you were long EUR/USD with $10m of dollar notional at entry, approximately how much would the position gain before…
Separate Policy Guidance From a Dovish Press Conference
Hard
A global-macro analyst replay around a central-bank decision, revised forecasts and positioning.
You are covering a central-bank decision for a global macro portfolio manager. Update the trade as the statement, press conference and cross-market reaction arrive.
Market impact, liquidity provision, borrow and event flow. 6 questions
Long and Short Stock Profit and Loss
Easy
A foundational arithmetic check used before an interviewer moves to hedging or relative-value trades.
You buy 1,000 shares of Company A at $40 and short 1,000 shares of Company B at $60. One week later A is $44 and B is $66. What is the P&L on each leg and on the combined position before fees?
A relative-value case used to test whether a candidate can separate a stock view from unintended market exposure.
You are bullish on Retailer A and bearish on Retailer B. A has a beta of 1.2 and B has a beta of 0.8. If you buy $12m of A, how much of B should you short to make the trade approximately beta-neutral?…
Company A agrees to acquire Company B for $50/share in cash. B trades at $47. The deal is expected to close in 6 months. Construct the trade, calculate the return, and explain what determines whether…
Decide Whether a Crowded Short Is Actually Executable
Hard
An equities-trading case that separates a fundamental short thesis from the securities-finance and execution constraints needed to express it.
A portfolio manager wants to short $20m of a $40 stock ahead of earnings. The stock trades 3m shares per day, reported short interest is 25% of float, and securities finance quotes a 12% annual borrow…
Multiple testing, out-of-sample discipline, capacity and decay. 6 questions
Testing a Signal With Decile Portfolios
Easy
Researchers are expected to explain a simple factor test before writing a complex model around it.
You believe companies with the strongest earnings revisions will outperform. Explain how you would test that idea using decile portfolios. What result would make you interested, and what result would…
A research-team scenario used to test whether a junior candidate can communicate a disciplined go or no-go decision under a deadline.
At 4pm, a senior researcher asks you to add a new vendor's "customer demand score" to tomorrow's signal run. The vendor says the history reaches 2018, but its documentation does not state when each…
A Bayesian question testing whether you anchor on the prior or the evidence.
A test for a condition affecting 1 in 1,000 people is 99% accurate. 99% true positive rate and 99% true negative rate. Someone tests positive. What is the probability they have the condition?
A classic Bayesian warm-up at quant trading firms.
You have two coins. One is fair; the other lands heads 75% of the time. You pick one at random and flip it 3 times, getting heads every time. What is the probability you picked the biased coin?
Quant research and derivatives interviews test conceptual understanding over derivation.
Why do we model stock prices as geometric Brownian motion rather than arithmetic Brownian motion? What does Itô's lemma tell us, and why is the drift of log returns lower than the drift of prices?
A market-risk interview for a portfolio whose normal-day VaR understates gap and volatility risk.
A portfolio is short index puts and long a smaller number of single-stock puts. Its one-day VaR is stable, but the risk manager is worried about a sharp equity sell-off. What would you test beyond…
Spread decomposition, liquidity, index arbitrage and dealer inventory. 6 questions
Choose Between Shorting a Bond and Buying CDS Protection
Medium
A credit trading interview uses this scenario to test trade expression, financing and basis risk rather than a generic CDS definition.
You expect a leveraged retailer's credit to weaken before earnings. Its five-year cash bond trades at 94 with a 7.0% coupon, while five-year CDS trades at 520bp. Should you short the bond or buy CDS…
Credit traders are expected to translate company news into debt-service and spread implications quickly.
A high-yield issuer reports EBITDA 15% below expectations after losing a major customer. The stock falls 25%, but its bonds are down only 2 points. How do you decide whether to sell, hold, or buy the…
Essential for credit trading and credit hedge fund interviews.
Explain a credit default swap. If a 5-year CDS trades at 300bp and you think the company will default, what do you do. And what determines your payoff?
A credit desk interview uses this to test hedge selection, basis risk and sizing rather than a memorised CDS definition.
You are long $20 million of a five-year high-yield cash bond. You expect a broad risk-off move over the next month but want to keep the issuer-specific position. Explain how you could hedge, what you…
Expected value under pressure, adverse selection and inventory risk. 5 questions
Correlation Is Not a Trading Signal
Easy
An early research screen that tests statistical hygiene before a candidate proposes a signal.
You find that a stock rose on 70% of the days when a popular sports team won. Can you trade this result? What checks would you run before treating it as evidence?
A systematic-trading interview tests whether a candidate follows a risk process when a live position conflicts with a backtest.
Your mean-reversion strategy is long a stock after a three-standard-deviation selloff. The position is down another 4% intraday, while the model still says buy. What do you check before deciding…
A sizing follow-up tests whether you distinguish an estimated edge from a known probability.
A trade wins 55% of the time and loses 45% of the time. It makes or loses 1% of the capital allocated. What is full Kelly sizing, and why might a trading desk use less?
The practical hedging problem on any desk that cannot trade the exact instrument.
You're long $10m of an illiquid corporate bond and want to hedge the rates risk. The only liquid instrument is a Treasury future. What ratio do you use, and what risk remains?
Explain contango and backwardation. What determines the shape of a commodity curve, and what does it mean for someone holding a long position through futures?
Merger models, accretion/dilution, purchase accounting and deal judgement. 1 question
Why Does the Acquirer's Stock Usually Fall?
Medium
Tests whether you can reason about market reaction, not just mechanics.
On announcement of an acquisition, the target's stock typically rises and the acquirer's typically falls. Explain the mechanics behind both, including the role of merger arbitrage.
Driver-based models, differentiated estimates and defending a rating. 1 question
Earnings Quality Red Flags
Hard
Common in equity research, credit and restructuring interviews.
You're handed three years of financials for a company you don't know. Name the specific red flags you'd screen for and explain what each one might indicate.
Greeks, skew, hedging costs and payoff construction. 1 question
Mortgage-Backed Securities and Prepayment Risk
Hard
Core to securitised products desks; also a favourite curveball in rates interviews.
Explain how a mortgage-backed security works and why it exhibits negative convexity. What is convexity hedging and how can it amplify moves in the rates market?