Quant interview prep guides

Market Making Interview Drills by Skill

Market-making interview drills organized by fair value, spread, inventory, quote updates, mental math, and communication.

Candidates who need targeted market-making practice instead of random trading games.

Fair-value drills

Practice turning probabilities, expected values, ranges, and estimates into midpoint values. Time the drill, but review the model choice afterward.

Spread drills

Given the same fair value, vary uncertainty, competition, and adverse selection. The goal is to explain why the spread is tight, medium, or wide.

Concrete drill

Pick fair value 100, then run five states: flat and confident, flat and uncertain, long inventory, short inventory, and new adverse signal. Quote each state aloud.

Update drills

After each hypothetical fill, state cash, inventory, new fair value if any, and next quote. This trains the loop that live rounds require.

Common mistakes

Candidates often do more problems without diagnosing the weak skill. A drill should isolate one behavior and make the next attempt measurably cleaner.

Practice the pattern

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