Built by a hiring manager who's conducted 1,000+ interviews at Google, Amazon, Nvidia, and Adobe.
Built by a hiring manager who's conducted 1,000+ interviews at Google, Amazon, Nvidia, and Adobe.
Headquarters
New York, New York
Employees
2,000+
Timeline
3-6 weeks from application to offer
Interview Rounds
4 rounds
Here's what to expect when interviewing for a Data Analyst position at Jane Street.
A timed assessment covering probability, combinatorics, mental math, sequences, and logical reasoning. Questions are challenging and require both accuracy and speed. This is a highly selective filter.
One to two phone interviews focused on probability, expected value calculations, and mental math. You may encounter trading-style questions where you must quote prices and manage risk in hypothetical markets. Interviewers assess both your answers and your reasoning process.
A full-day on-site consisting of five to seven interviews and activities. Includes probability and math problems, a mock trading session, a behavioral interview, and lunch with the team. The trading simulation evaluates market-making intuition, risk management, and performance under pressure.
The interview panel reviews all rounds and discusses candidates thoroughly. Jane Street's hiring bar is extremely high and requires strong consensus. Successful candidates receive an offer with details on role and competitive compensation.
Practice these Jane Street-specific questions to prepare for your Data Analyst interview.
Calculate E[max(X,Y)] by summing over all possible maximum values weighted by their probabilities. For each value k from 1 to 6, P(max = k) = P(both ≤ k) - P(both ≤ k-1) = (k/6)^2 - ((k-1)/6)^2. The answer is 161/36 ≈ 4.47. Show the systematic calculation clearly.
Practice this questionThe probability of 5 heads in a row is (1/2)^5 = 1/32. Fair value is $100 * 1/32 = $3.125. But as a trader, you would bid below fair value and offer above. Discuss how you would set bid-ask spread based on edge requirements and risk.
Practice this questionUse the difference of squares: 37 * 43 = (40-3)(40+3) = 1600 - 9 = 1591. Jane Street expects rapid mental math. Practice techniques like difference of squares, breaking into components, and estimation for quick verification.
Practice this questionUse Bayes' theorem. P(double-headed | 10 heads) = P(10H | double) * P(double) / P(10H). P(10H) = 1 * (1/100) + (1/1024) * (99/100). Work through the calculation carefully. The answer is 1024/1123 ≈ 91.2%. Show your Bayesian reasoning step by step.
Practice this questionThink about adverse selection and the winner's curse. Your expected profit depends on when your bid gets hit versus when your ask gets lifted. A naive midpoint quote will lose money because you disproportionately trade when your estimate is wrong. Discuss how to widen spreads to account for adverse selection.
Practice this questionApply the Kelly Criterion. Optimal fraction = (bp - q) / b where b=1, p=0.6, q=0.4. Kelly fraction = (1*0.6 - 0.4)/1 = 0.2 or 20% of bankroll per bet. Discuss why maximizing expected value is different from maximizing expected log wealth and the practical considerations of Kelly sizing.
Practice this questionJane Street values intellectual honesty deeply. Choose a genuine example of being wrong, how you recognized it, and how you updated your thinking. Show that you are comfortable with being wrong and can change your mind when presented with evidence.
Practice this questionStructure your estimate: Chicago population (~2.7M), households (~1M), piano ownership rate (~5%), tuning frequency (1-2x per year), pianos per tuner per day, working days per year. Show clear assumptions and arithmetic. Jane Street cares more about your structured approach than the exact number.
Practice this questionBe authentic about what draws you to Jane Street — the intellectual culture, collaborative environment, problem-solving nature of trading, or specific aspects of market-making. Show you understand what Jane Street does and why it appeals to you beyond compensation.
Practice this questionExpected value per bet = 0.5 * 1.5 - 0.5 * 1 = 0.25 (positive). You should play. For bet sizing, apply Kelly: f* = (0.5 * 1.5 - 0.5) / 1.5 = 1/3 of bankroll. Discuss the difference between a positive-EV game and optimal sizing, and why overbetting can still lead to ruin.
Practice this questionUnderstanding Jane Street's core values will help you align your answers with what they're looking for.
Jane Street is a community of deeply curious people who love solving hard problems. Demonstrate genuine love for mathematics, puzzles, and intellectual exploration beyond what is required.
Jane Street emphasizes collaborative thinking over individual brilliance. Show how you work through problems with others, share ideas openly, and build on teammates' contributions.
Jane Street values people who are honest about what they know and do not know. Demonstrate comfort saying "I don't know" and show how you reason through uncertainty transparently.
Jane Street bridges theory and practice. Show that you can apply mathematical concepts to real-world problems and understand the practical limitations of theoretical models.
Jane Street invests heavily in teaching and expects everyone to be both a teacher and a learner. Demonstrate how you have helped others understand complex concepts and how you actively seek to learn from those around you.
Jane Street fosters an open culture where ideas are shared freely and hierarchy is minimal. Show that you communicate openly, welcome feedback, and contribute to a transparent working environment.
Follow these tips to maximize your chances of success.
Probability is the foundation of Jane Street interviews. Be fluent in conditional probability, Bayes' theorem, expected value, variance, and common distributions. Practice solving novel probability problems — Jane Street creates new puzzles regularly, so memorization will not help.
Jane Street expects fast, accurate mental arithmetic. Practice daily with multiplication, division, percentages, and estimation. Learn techniques like difference of squares, anchoring, and chunking. Speed and accuracy both matter — interviewers time you informally.
Even for non-trading roles, understanding market-making, bid-ask spreads, adverse selection, and risk management is valuable. For trading roles, deeply understand how to quote prices, manage inventory, and think about edge. The mock trading session is a critical component.
Jane Street cares as much about your reasoning process as your final answer. Practice verbalizing your thought process as you solve problems. Share your approach, state your assumptions, and work through calculations transparently. Silence is worse than a slightly wrong approach.
Jane Street deeply values intellectual honesty. If you do not know something, say so clearly and then reason through it. Never bluff — interviewers will probe and a false claim of knowledge is far worse than honest uncertainty. Show you can reason under uncertainty.
Many Jane Street questions involve game-theoretic reasoning, optimal decision-making under uncertainty, and risk management. Study the Kelly Criterion, auction theory, and information economics. Understanding these concepts helps you approach trading simulations and probability puzzles systematically.
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