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Company interview guide

Jane Street interview guide

Jane Street interviews are uniquely challenging, focusing on probability, mental math, trading intuition, and OCaml/functional programming. They test your ability to think under uncertainty, reason about edge cases, and communicate mathematical ideas clearly.

Use this guide as an execution checklist: align your prep to each round, rehearse examples for behavioral depth, and run timed technical sessions to validate speed and clarity. Most candidates improve faster when they combine targeted study with regular simulation rather than solving questions at random.

Interview process

4 rounds
  1. 01

    Phone Screen

    Math puzzles, probability questions, and market-making scenarios.

    60 min
  2. 02

    First Round

    Two interviews: coding in OCaml + quantitative reasoning.

    3 hours
  3. 03

    Final Round

    Multiple rounds: coding, systems, trading games, and behavioral.

    5-6 hours
  4. 04

    Trading Simulation

    Mock trading game testing decision-making under uncertainty.

    Part of final

Question breakdown

share of loop
  • Quantitative/Math

    35%

    Probability, expected value, combinatorics, estimation

  • Coding

    30%

    Functional programming (OCaml), algorithms, correctness

  • Trading/Market Making

    25%

    Market-making games, risk assessment, pricing

  • Behavioral

    10%

    Collaboration, communication under pressure

Do

5
  • Practice mental math and estimation problems daily
  • Learn OCaml basics - they strongly prefer functional programming
  • Study probability theory: Bayes theorem, expected value, conditional probability
  • Practice explaining your reasoning out loud - communication is heavily weighted
  • Play mock trading games to build intuition about markets and risk

Avoid

4
  • Not practicing mental math and estimation enough
  • Ignoring the functional programming preference
  • Being too risk-averse or too risk-seeking in trading scenarios
  • Not showing your work - they want to see reasoning, not just answers

Key patterns to master

These coding patterns appear frequently in Jane Street interviews.

Complete your prep stack

Pair this guide with topic practice and timed simulation so you can move from knowledge to interview execution.

Keep a short weekly retrospective with three notes: what improved, what stalled, and what you will change next week. That feedback loop makes company-specific prep more consistent and reduces last-minute cramming.