Curated shortlist
The short list of resources worth your time.
A curated shortlist, not an everything-dump. Every pick has a one-line honest note on what it is actually good for, and most are free.
Interview prep books
The canon. If you only read three, make it the Green Book, Heard on the Street, and Zhou.
A Practical Guide to Quantitative Finance Interviews
Xinfeng Zhou (the “Green Book”)
The single most-cited quant interview book. Dense with probability, brainteasers, calculus, and finance questions with full solutions.
Best for: Everyone, the default starting point
Heard on the Street
Timothy Falcon Crack
Quant and financial-economics interview questions with worked answers and genuinely useful commentary on how interviewers think.
Best for: QR/QT candidates who want finance depth
Fifty Challenging Problems in Probability
Frederick Mosteller
Small, cheap, and brutal in the best way. Classic probability puzzles that show up in interviews almost verbatim.
Best for: Probability drilling
Quant Job Interview Questions and Answers
Mark Joshi, Denis Gorse, Nick Denson
Leans toward derivatives-pricing and C++-flavored roles. Strong for QR at banks and pricing desks.
Best for: Derivatives / pricing-quant roles
The Art of Problem Solving (Vol 1 & 2)
Sandor Lehoczky, Richard Rusczyk
Competition-math foundations. Overkill for some, but the reason many candidates find brainteasers easy.
Best for: Building raw problem-solving depth
Foundational textbooks
When a topic keeps tripping you up, go to the source instead of another problem set.
Introduction to Probability↗
FreeBlitzstein & Hwang
The clearest modern probability text, and the free Harvard Stat 110 lectures follow it chapter for chapter.
Best for: Probability from scratch
All of Statistics
Larry Wasserman
A fast, rigorous sweep of inference and statistics for people who already know calculus. Ideal reference for QR prep.
Best for: Statistics for researchers
Options, Futures, and Other Derivatives
John Hull
The standard derivatives reference. You don't read it cover to cover, you use it to actually understand the products.
Best for: Derivatives literacy
Active Portfolio Management
Grinold & Kahn
Where the language of alpha, information ratio, and the fundamental law of active management comes from.
Best for: Systematic / portfolio roles
Advances in Financial Machine Learning
Marcos López de Prado
Opinionated and practical on the ways ML backtests fool you. Read it skeptically; the warnings are the gold.
Best for: ML-leaning research roles
Courses & lecture series
Free, high-quality, and enough to replace a lot of paid prep.
Harvard Stat 110: Probability↗
FreeJoe Blitzstein
The best free probability course anywhere. If probability is your weak spot, start here.
Best for: Probability
MIT 6.006 / 6.046: Algorithms↗
FreeMIT OpenCourseWare
Rigorous algorithms foundations for the coding rounds, straight from MIT, free.
Best for: Coding interviews
MIT 18.S096: Mathematics of Finance / Topics in Math with Applications in Finance↗
FreeMIT OpenCourseWare
A genuine quant-finance lecture series covering stochastic processes, portfolio theory, and more.
Best for: Quant finance foundations
NeetCode↗
FreeThe most efficient path through the coding-interview pattern set, with clean explanations. Free tier is plenty.
Best for: Coding pattern practice
Practice platforms
Where to actually grind reps once you know the material.
Quant Memo Question Bank→
Free300 questions across probability, statistics, brainteasers, mental math, coding, and market making, every one with a full worked solution.
Best for: All quant interview topics
LeetCode↗
FreeThe standard for coding rounds. Filter to the patterns quant devs get asked (arrays, heaps, DP, intervals).
Best for: Coding rounds
Zetamac↗
FreeThe mental-math trainer traders actually use. Set it to 120 seconds and grind until arithmetic is reflex.
Best for: Mental math speed
Project Euler↗
FreeMath-heavy programming problems. Great for building the numerical-reasoning muscle quant coding rounds reward.
Best for: Math + coding crossover
Communities & reading
Where offers, interview reports, and honest advice actually circulate.
r/quant and r/quantfinance↗
FreeInterview reports, comp threads, and career questions. Noisy, but the interview experience posts are genuinely useful signal.
Best for: Interview intel & career questions
Wall Street Oasis, Quant forum↗
FreeOlder but deep archive of recruiting threads, especially for banks and larger funds.
Best for: Recruiting process detail
QuantNet↗
FreeThe hub for Master's in Financial Engineering (MFE) programs, rankings, admissions, and placement discussion.
Best for: MFE / grad-school path
Firm engineering & research blogs
FreeJane Street's Tech Blog, Hudson River Trading, and Two Sigma's engineering writing tell you how these firms actually think.
Best for: Understanding target firms
Know a resource that belongs here? The list stays deliberately short and honest, but if something genuinely helped you, we want to hear about it. Start with the free question bank and a prep roadmap.