All interview questions

Citadel interview questions

Hedge Fund

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.

Questions

99

Easy · Medium

23 · 33

Hard

43

Model builds

0

Built in the spreadsheet grid

Multi-Strategy

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,…

Portfolio Construction · Hedge Funds · ~7 minModel answer & graded attempt

Gross and Net Exposure at a Platform

Easy

Tests basic book-risk fluency before a platform interview turns to sizing.

A long-short book is 120% long and 80% short. What are gross and net exposure, and what does each tell you?

Portfolio Construction · Hedge Funds · ~6 minModel answer & graded attempt

Reconciling Gross P&L to Net P&L

Easy

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…

Financial Analysis · Hedge Funds · ~7 minModel answer & graded attempt

Using a Stop-Loss

Easy

Platform interviews probe whether a candidate sees risk controls as process rather than panic.

What should a PM do when a position or book reaches its stop-loss?

Hedge Fund Strategy · Hedge Funds · ~7 minModel answer & graded attempt

What Is a Multi-Strategy Platform?

Easy

A first-round framing question at multi-manager hedge funds.

What is a multi-strategy hedge fund platform, and why does it employ many independent portfolio managers?

Hedge Fund Strategy · Hedge Funds · ~7 minModel answer & graded attempt

Why Correlation Matters More Than Headline Return

Easy

A core diversification question in platform capital-allocation interviews.

Why can a lower-return PM be more valuable to a multi-strategy platform than a higher-return PM?

Portfolio Construction · Hedge Funds · ~7 minModel answer & graded attempt

Building a Catalyst Calendar

Medium

Tests whether an analyst can connect an investment thesis to a managed holding period.

How would you build a catalyst calendar for a multi-strategy investment idea?

Hedge Fund Strategy · Hedge Funds · ~10 minModel answer & graded attempt

Explaining a Drawdown

Medium

Asked at platforms because it reveals process quality more reliably than a pitch does.

Your book is down 4% this month. The CIO asks what happened. What does a good answer look like?

Portfolio Construction · Hedge Funds · ~10 minModel answer & graded attempt

Identifying a Crowded Trade

Medium

A judgement question for PM and analyst candidates at multi-manager funds.

How do you identify a crowded trade, and why does crowding change how you size it?

Hedge Fund Strategy · Hedge Funds · ~10 minModel answer & graded attempt

Making a Book Factor Neutral

Medium

A practical follow-up in equity and cross-asset platform interviews.

Your book is dollar-neutral but loses when growth stocks fall. What does that tell you, and how would you address it?

Portfolio Construction · Hedge Funds · ~10 minModel answer & graded attempt

Running a Post-Earnings Risk Review

Medium

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…

Hedge Fund Strategy · Hedge Funds · ~10 minModel answer & graded attempt

Surviving on a Multi-Strategy Platform

Medium

Asked at pod shops to test whether you understand the operating model you'd join.

How does a pod at a multi-strategy platform differ from running a book at a single-manager fund? What actually gets a PM cut?

Hedge Fund Strategy · Hedge Funds · ~10 minModel answer & graded attempt

What Does Strategy Capacity Mean?

Medium

Tests whether a candidate can distinguish a good idea from a scalable business.

What is capacity in a hedge fund strategy, and how would you assess it before increasing a PM's allocation?

Hedge Fund Strategy · Hedge Funds · ~9 minModel answer & graded attempt

Cut, Pause, or Reallocate a PM's Risk

Hard

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…

Hedge Fund Strategy · Hedge Funds · ~14 minModel answer & graded attempt

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?

Portfolio Construction · Hedge Funds · ~14 minModel answer & graded attempt

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…

Portfolio Construction · Hedge Funds · ~14 minModel answer & graded attempt

Finding Hidden Tail Risk

Hard

Tests whether a candidate can look beyond smooth historical returns.

A strategy has delivered a very smooth 18-month return stream with few losing months. Why might that concern a platform risk team?

Hedge Fund Strategy · Hedge Funds · ~12 minModel answer & graded attempt

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…

Portfolio Construction · Hedge Funds · ~13 minModel answer & graded attempt

Responding to a Correlated Drawdown

Hard

A senior risk case for candidates interviewing with platform teams.

Several PMs lose money on the same day despite running different strategies. How would you diagnose the event and respond?

Portfolio Construction · Hedge Funds · ~12 minModel answer & graded attempt

Why Platforms Care About Sharpe, Not Return

Hard

Explains the entire business model of a multi-manager platform.

PM A returns 20% with 20% volatility. PM B returns 6% with 4% volatility. Which does a multi-strategy platform prefer, and why?

Portfolio Construction · Hedge Funds · ~12 minModel answer & graded attempt

Long/Short Equity

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…

Equities · Hedge Funds · ~8 minModel answer & graded attempt

What Does Long and Short Mean?

Easy

A first-round screen for candidates new to equity investing.

What does it mean to be long a stock and short a stock? Why might a fund hold both at the same time?

Hedge Fund Strategy · Hedge Funds · ~7 minModel answer & graded attempt

What Makes a Long/Short Pair Trade Useful?

Easy

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?

Portfolio Construction · Hedge Funds · ~8 minModel answer & graded attempt

Primary Research and Where the Line Is

Medium

Funds ask this to assess both research capability and compliance judgement.

How would you conduct primary research on a retailer you're considering shorting? Where is the legal line?

Market Research · Hedge Funds · ~11 minModel answer & graded attempt

Sizing a High-Conviction Position

Medium

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?

Portfolio Construction · Hedge Funds · ~11 minModel answer & graded attempt

A Bear Case Is Not Yet a Short Thesis

Hard

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…

Stock Pitching · Hedge Funds · ~13 minModel answer & graded attempt

Hedging a Long/Short Book

Hard

Tests whether you understand what your P&L is actually exposed to.

You're long 100% and short 60% of NAV. Are you market neutral? What exposures remain, and how would you hedge them?

Portfolio Construction · Hedge Funds · ~12 minModel answer & graded attempt

How Do You Construct a Short?

Hard

The question that separates long-only candidates from long/short candidates.

Walk me through how you build a short position. What makes a good short, and how is the analysis different from a long?

Hedge Fund Strategy · Hedge Funds · ~12 minModel answer & graded attempt

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.

Hedge Fund Strategy · Hedge Funds · ~14 minModel answer & graded attempt

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…

Hedge Fund Strategy · Hedge Funds · ~14 minModel answer & graded attempt

Underwriting a Short With a Good Business

Hard

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…

Stock Pitching · Hedge Funds · ~13 minModel answer & graded attempt

Your Short Is Up 40% Against You

Hard

A live scenario question. Funds want to see how you behave under loss, not in theory.

You're short a stock that has risen 40% in three weeks on no fundamental news. Your thesis is unchanged. What do you do?

Trading Scenarios · Hedge Funds · ~11 minModel answer & graded attempt

Credit

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…

Fixed Income · Hedge Funds · ~7 minModel answer & graded attempt

Credit Long Short Pair Trade

Easy

A simple relative-value question for hedge fund credit seats.

Explain a long-short credit pair trade. Why use it instead of buying one cheap bond outright?

Hedge Fund Strategy · Hedge Funds · ~7 minModel answer & graded attempt

What Is in a Credit Spread

Easy

A basic but important question for anyone pitching bonds or CDS.

A corporate bond trades 400bp over Treasuries. What does that spread compensate investors for?

Fixed Income · Hedge Funds · ~7 minModel answer & graded attempt

What Makes a Good Credit Thesis

Easy

A first-round credit hedge fund question before moving into a specific pitch.

What makes a good credit investment thesis different from a good equity thesis?

Credit Analysis · Hedge Funds · ~7 minModel answer & graded attempt

Where in the Capital Structure Do You Invest

Easy

Funds ask this after a company-level credit view to test instrument selection.

You like a company's credit. How do you decide whether to buy the loan, bond, CDS, or equity?

Credit Analysis · Hedge Funds · ~7 minModel answer & graded attempt

CDS Cash Basis

Medium

A product question for hedge funds trading credit through both bonds and derivatives.

What is the CDS-cash basis and why can it become negative or positive?

Derivatives · Hedge Funds · ~10 minModel answer & graded attempt

Reading an Inverted CDS Curve

Medium

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…

Credit Analysis · Hedge Funds · ~10 minModel answer & graded attempt

Shorting Credit with CDS

Medium

Credit funds ask this to test bearish expression without equity-short language.

You think a company's credit is deteriorating but default is not imminent. How could you express the short and what can go wrong?

Trading Scenarios · Hedge Funds · ~10 minModel answer & graded attempt

Convertible Arbitrage

Hard

A classic strategy that tests whether you can decompose a hybrid instrument.

Explain convertible arbitrage. What are you actually long, and what happened to the strategy in 2008?

Derivatives · Hedge Funds · ~13 minModel answer & graded attempt

Event Driven Capital Structure Arbitrage

Hard

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?

Hedge Fund Strategy · Hedge Funds · ~12 minModel answer & graded attempt

Rates

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?

Fixed Income · Sales & Trading · ~6 minModel answer & graded attempt

Cut a Rates Position Back to the DV01 Limit

Medium

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…

Fixed Income · Sales & Trading · ~14 minModel answer & graded attempt

Duration and Convexity

Medium

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.

Fixed Income · Sales & Trading · ~10 minModel answer & graded attempt

How Does Repo Work?

Medium

The plumbing of every rates desk, and the market that breaks first in a crisis.

Explain a repurchase agreement. Who uses it and why, and what does it mean when a bond goes "special"?

Fixed Income · Sales & Trading · ~10 minModel answer & graded attempt

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…

Trading Scenarios · Sales & Trading · ~10 minModel answer & graded attempt

Steepeners, Flatteners and Butterflies

Hard

Rates desks test whether you can express a view without taking directional risk.

Explain a steepener, a flattener and a butterfly. Why would a trader use these rather than an outright long or short?

Fixed Income · Sales & Trading · ~12 minModel answer & graded attempt

Underwriting a Treasury Cash-Futures Basis Trade

Hard

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…

Trading Scenarios · Sales & Trading · ~13 minModel answer & graded attempt

What Drives Credit Spreads?

Hard

Credit trading and research interviews start here.

Define a credit spread. What components does it compensate for, and why do spreads historically exceed what realised default losses would justify?

Fixed Income · Sales & Trading · ~12 minModel answer & graded attempt

Event Driven

Deal break risk, spread maths, regulatory timelines and downside to unaffected. 7 questions

What Is Merger Arbitrage

Easy

A first-round check that you understand the core event-driven strategy before discussing a live deal.

What is merger arbitrage, and where does its return come from?

Hedge Fund Strategy · Hedge Funds · ~7 minModel answer & graded attempt

Implied Completion Probability

Medium

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?

Financial Mathematics · Hedge Funds · ~9 minModel answer & graded attempt

Underwriting an Index Rebalance Trade

Medium

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…

Market Research · Hedge Funds · ~10 minModel answer & graded attempt

Underwriting Antitrust Risk

Medium

A core diligence discussion for merger-arbitrage teams covering concentrated industries.

How would you assess antitrust risk in a proposed merger between two direct competitors?

Deal Analysis · Hedge Funds · ~10 minModel answer & graded attempt

Hedging a Stock-for-Stock Merger Arb

Hard

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.

Trading Scenarios · Hedge Funds · ~12 minModel answer & graded attempt

Managing a Collar in a Stock Deal

Hard

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…

Trading Scenarios · Hedge Funds · ~14 minModel answer & graded attempt

Sizing a Merger-Arbitrage Position

Hard

A senior event-driven interview question combining expected value with portfolio-level risk.

A cash deal offers 8% upside on close and 24% downside on break. You estimate 85% completion probability. How do you decide position size?

Portfolio Construction · Hedge Funds · ~13 minModel answer & graded attempt

Global Macro

Policy reaction functions, positioning, carry and expressing a view cleanly. 6 questions

Breakeven Inflation

Easy

Asked on macro desks because inflation trades often start with breakevens.

What is breakeven inflation and how would you trade a view that inflation expectations are too low?

Fixed Income · Hedge Funds · ~7 minModel answer & graded attempt

FX Quotes and Percentage Returns

Easy

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…

Financial Mathematics · Hedge Funds · ~8 minModel answer & graded attempt

Bull Steepener Versus Bear Steepener

Medium

A rates expression question for macro seats.

Explain the difference between a bull steepener and a bear steepener. What macro environments produce each?

Fixed Income · Hedge Funds · ~10 minModel answer & graded attempt

Soft Landing Trade

Medium

A trade-expression question around growth, inflation and central-bank expectations.

The market is debating a soft landing. What does that mean, and how would you express a view that it is underpriced?

Trading Scenarios · Hedge Funds · ~10 minModel answer & graded attempt

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.

Hedge Fund Strategy · Hedge Funds · ~13 minModel answer & graded attempt

Using Options Around a Central Bank Meeting

Hard

A risk-management question for event-driven macro trading.

You have a strong view that a central bank meeting will surprise dovishly, but the outcome is binary. Why might options be better than futures?

Options · Hedge Funds · ~12 minModel answer & graded attempt

Equities

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?

Equities · Sales & Trading · ~7 minModel answer & graded attempt

Building a Beta-Neutral Pairs Trade

Medium

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?…

Trading Scenarios · Sales & Trading · ~11 minModel answer & graded attempt

Pitch Me a Trade

Medium

You will be asked this in every trading interview. Have three ready.

Pitch me a trade. Include your thesis, the specific expression, sizing, catalysts, risks, and what would make you exit.

Trading Scenarios · Sales & Trading · ~11 minModel answer & graded attempt

Short Selling Mechanics and Risks

Medium

Asked in equity trading, prime brokerage and long/short fund interviews.

Walk me through the mechanics of a short sale. Why is shorting structurally harder than going long, and what is a short squeeze?

Equities · Sales & Trading · ~10 minModel answer & graded attempt

Constructing a Merger Arbitrage Trade

Hard

Event-driven and multi-strategy fund interviews.

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…

Trading Scenarios · Sales & Trading · ~12 minModel answer & graded attempt

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…

Trading Scenarios · Sales & Trading · ~14 minModel answer & graded attempt

Quantitative Research

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…

Financial Mathematics · Quant Finance · ~8 minModel answer & graded attempt

A Feature Fails at the Research Handoff

Medium

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…

Modeling Concepts · Quant Finance · ~10 minModel answer & graded attempt

The Base Rate Problem

Medium

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?

Probability · Quant Finance · ~9 minModel answer & graded attempt

The Birthday Problem and Collision Intuition

Medium

Tests whether you can approximate rather than recall.

In a room of 23 people, what is the probability at least two share a birthday? Explain your reasoning and why the answer surprises people.

Probability · Quant Finance · ~9 minModel answer & graded attempt

Two Coins, One Biased

Medium

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?

Probability · Quant Finance · ~8 minModel answer & graded attempt

When Does Linear Regression Break?

Hard

Standard for quantitative research and risk roles.

What are the assumptions behind OLS regression? Which are most frequently violated in financial data, and what do you do about it?

Statistics · Quant Finance · ~13 minModel answer & graded attempt

Risk & Modelling

Stochastic calculus, VaR and expected shortfall, and model limitations. 6 questions

What Expected Shortfall Adds to VaR

Easy

Market-risk teams use this first-round question to test whether candidates understand the loss tail rather than only a headline metric.

What is expected shortfall, and why might a risk team use it alongside a 99% VaR?

Statistics · Quant Finance · ~7 minModel answer & graded attempt

What Is Market Risk?

Easy

A first-round risk interview checks that you can distinguish the core risk types before discussing models.

What is market risk? Give examples for an equity, bond and FX position, and explain how a risk team makes the definition useful in practice.

Modeling Concepts · Quant Finance · ~7 minModel answer & graded attempt

Geometric Brownian Motion Intuition

Hard

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?

Modeling Concepts · Quant Finance · ~14 minModel answer & graded attempt

Stress-Testing a Nonlinear Options Portfolio

Hard

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…

Financial Mathematics · Quant Finance · ~14 minModel answer & graded attempt

Turning Risk Appetite Into Limits

Hard

Senior risk interviews assess whether a candidate can connect portfolio metrics to governance and escalation.

How would you turn a firm's broad risk appetite statement into useful desk-level limits? What makes a limit framework effective?

Modeling Concepts · Quant Finance · ~13 minModel answer & graded attempt

Value at Risk and Its Failures

Hard

Core to risk management interviews at banks and funds.

Define Value at Risk. What are its weaknesses as a risk measure, and what would you use alongside or instead of it?

Modeling Concepts · Quant Finance · ~13 minModel answer & graded attempt

Credit Trading

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…

Derivatives · Sales & Trading · ~11 minModel answer & graded attempt

Turn an Earnings Miss Into a Credit View

Medium

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…

Credit Analysis · Sales & Trading · ~11 minModel answer & graded attempt

Credit Default Swaps

Hard

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?

Derivatives · Sales & Trading · ~13 minModel answer & graded attempt

Hedge a Single-Name Bond With CDX

Hard

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…

Derivatives · Sales & Trading · ~14 minModel answer & graded attempt

The CDS-Cash Basis

Hard

A recurring relative value trade on credit desks, and a lesson in what arbitrage really requires.

A company's 5-year bond trades at a 300bp spread while its 5-year CDS trades at 250bp. Is there a trade?

Derivatives · Sales & Trading · ~13 minModel answer & graded attempt

Trading a Fallen Angel

Hard

One of the most reliable technical dislocations in credit.

An investment grade issuer is about to be downgraded to high yield. What happens to its bonds, and how would you position?

Trading Scenarios · Sales & Trading · ~12 minModel answer & graded attempt

Quantitative Trading

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?

Statistics · Quant Finance · ~8 minModel answer & graded attempt

Managing a Losing Signal Position

Medium

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…

Trading Scenarios · Quant Finance · ~10 minModel answer & graded attempt

Sizing a Trade When the Edge Is Uncertain

Medium

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?

Financial Mathematics · Quant Finance · ~10 minModel answer & graded attempt

Hedging With an Imperfect Substitute

Hard

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?

Trading Scenarios · Quant Finance · ~12 minModel answer & graded attempt

The Kelly Criterion

Hard

Trading firms use this to test whether you understand compounding and ruin.

You have an edge: a bet that pays 2:1 and wins 40% of the time. What fraction of your capital should you bet, and why not more?

Probability · Quant Finance · ~11 minModel answer & graded attempt

FX & Commodities

Carry, curve shape, storage economics and policy sensitivity. 2 questions

Analysing a Commodity Market

Hard

Commodities interviews test whether you can reason from physical balances rather than charts.

Copper prices have risen 30% in six months. How would you assess whether that's sustainable?

Market Research · Sales & Trading · ~13 minModel answer & graded attempt

Contango, Backwardation and Storage

Hard

The organising concept for any commodities desk.

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?

Derivatives · Sales & Trading · ~13 minModel answer & graded attempt

Buy-Side Research

Conviction, downside cases and knowing when the work says no. 2 questions

How Do You Develop a Short Thesis?

Hard

Short selling requires different analytical skills. This tests contrarian thinking.

What framework do you use to develop a short thesis, and what are the key elements of a compelling short idea?

Investment Thesis · Equity Research · ~12 minModel answer & graded attempt

Why Good Companies Underperform

Hard

Tests whether you understand that stock returns and business quality are different things.

Your favourite company beats earnings and raises guidance, and the stock falls 8%. Explain how that happens.

Market Research · Equity Research · ~11 minModel answer & graded attempt

Mergers & Acquisitions

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.

M&A · Investment Banking · ~9 minModel answer & graded attempt

Sell-Side Research

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.

Financial Analysis · Equity Research · ~10 minModel answer & graded attempt

Derivatives & Structuring

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?

Derivatives · Sales & Trading · ~13 minModel answer & graded attempt

Practise the Citadel set under interview conditions.

Write your answer, get it graded on technical accuracy, completeness and communication, and see exactly which mechanic you missed.

Company tags reflect where a question type is commonly reported in interviews. They are not sourced from, endorsed by, or affiliated with Citadel.