Quant interview prep guides

Vega Market Making Interview Intuition

Vega market making interview intuition for volatility exposure, option quote width, and uncertainty about the distribution of outcomes.

Candidates discussing option quotes under volatility uncertainty.

Vega is volatility sensitivity

At a high level, vega describes how an option value changes when the volatility assumption changes.

Volatility can be the main uncertainty

For option-like payoffs, the hard question may be not direction but how wide the outcome distribution is.

Concrete example

A toy option with limited downside and large upside can be worth more if large moves become more likely, even if the average direction is flat.

Quotes should reflect volatility uncertainty

If you are unsure about the volatility assumption, use wider quotes or smaller size.

Do not claim exact vega without a model

In interview settings, it is usually enough to explain sensitivity unless the prompt gives a full pricing model.

Common mistakes

Candidates often describe vega as just risk. It is specifically exposure to changes in volatility assumptions.

Practice the pattern

Use the LeetQuidity curriculum and calibration to turn this topic into a focused practice plan.