13 questions reported in IMC interviews, organised by the group that asks them. Every question carries a model answer and graded feedback on your own attempt.
Questions
13
Easy · Medium
3 · 5
Hard
5
Model builds
0
Built in the spreadsheet grid
Quantitative Trading
Expected value under pressure, adverse selection and inventory risk. 8 questions
Expected Value of a Dice Game
Easy
A basic mental-maths screen that tests whether a candidate separates probability from payoff.
You pay $3 to play a game. A fair six-sided die is rolled: you receive $12 on a 6 and nothing otherwise. Should you play once? What would change if you could play 1,000 independent times?
A first-round market-microstructure check for candidates new to electronic trading.
A stock is quoted at $49.98 bid and $50.02 offer. You want to buy 1,000 shares now. Explain the difference between sending a market order and a limit order at $50.00.
A first-round electronic-trading screen checks that a candidate can read a two-sided market precisely.
An ETF is quoted at $101.20 bid and $101.28 offer. What are the mid-price and bid-ask spread? If you buy 500 shares at the offer and immediately value them at the mid-price, what is your…
The interactive trading game used at every prop firm.
I have a bag with 10 balls, each numbered 1 to 10. I draw three and the contract settles on their sum. Make me a market. Then I show you that one of the balls drawn is a 10, what's your new market?
A senior prop-trading case tests how you turn fill data into a controlled quoting decision.
Your ETF market-making strategy earns the spread on most fills, but over the past week your fills lose 4 basis points on average after one second. Volatility and displayed spreads are unchanged. What…
The core mechanic of market making, tested with a live scenario.
You're making a market at 99 / 101 in a contract. You get hit on the bid three times in a row and are now long 300 lots. What do you do with your quote?
Validate a Corporate-Action Data Pipeline Before Deployment
Hard
A systematic-trading review after a research backtest appears to generate alpha around splits, special dividends and index changes.
A daily equity signal shows a sharp return improvement after a new corporate-action vendor feed is added. The gain is concentrated around special dividends, rights issues and spin-offs. How would you…
Greeks, skew, hedging costs and payoff construction. 3 questions
Implied Versus Realised Volatility Trade Outcome
Medium
Volatility desks use this to test whether candidates understand what an option seller is actually betting on.
A dealer sells a one-month at-the-money straddle at 30% implied volatility and delta-hedges it daily. Realised volatility over the month is 20%, with no jump large enough to disrupt hedging. Did the…
Trading interviews use this to test whether you can construct an arbitrage on the spot.
State put-call parity. A stock trades at $100. The $100 strike call trades at $8, the put at $5, and the risk-free rate is 4% with 1 year to expiry, no dividends. Is there an arbitrage? If so,…
Standard for derivatives desks and quant trading interviews.
Name the inputs to the Black-Scholes model and the direction each moves a call option's price. Which input is not observable, and what does that imply?
Multiple testing, out-of-sample discipline, capacity and decay. 2 questions
Expected Value and the Dice Game
Medium
Tests recursive reasoning. A staple at trading firms.
You roll a fair six-sided die. You may either take the value shown in dollars, or re-roll. You get at most two rolls total. What is the expected value of the game if you play optimally? Then: what if…
The signature exercise at proprietary trading firms.
Make me a market on the sum of the digits of a randomly chosen phone number in the room. Then I'll trade against you. Explain how you'd think through the whole exercise.