Options & Stochastic Basics · Interview Question
Explain gamma. Why is a long option position positive gamma, and what does that mean for a delta-hedged book?
How to answer
Gamma = ∂²V/∂S² = ∂(delta)/∂S, the curvature in S. Long options (calls or puts) have positive gamma: delta rises as the stock rises, falls as it falls. A delta-hedged long-gamma book automatically buys low and sells high when rehedging, profiting from realized movement. The cost is negative theta — you pay time decay for convexity. Gamma is largest for ATM, near-expiry options.
Key idea: Thinking gamma differs in sign for calls vs puts — both positive when long. Long gamma only pays if realized vol exceeds the implied vol you bought.
More: Quant interview prep · Quant salary
Related Options & Stochastic Basics questions
- A coin pays $2 on heads, loses $1 on tails, p=0.5. EV, and what fraction of bankroll per flip?
- Cards are revealed one at a time from a shuffled deck; you bet on the next card's color. What's your strategy and edge?
- Explain adverse selection / the winner's curse for a market maker. How should it change your quotes?
- Give the intuition for C = S·N(d1) − K·e^(-rT)·N(d2). What do N(d1) and N(d2) represent?