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In-depth guides and interview preparation articles from our knowledge base: firm-specific test walkthroughs, strategies, and trading concepts.
Arrowstreet Capital Interview Guide
A stage-by-stage guide to the Arrowstreet Capital quant researcher interview: the 3 online assessments in maths, statistics and coding, the regression-heavy technical rounds and the Boston superday.
Balyasny Asset Management Interview Guide
A stage-by-stage guide to the Balyasny quantitative researcher and developer interview: the Python HackerRank test, the first call with a portfolio manager, the regression-heavy technical rounds and the superday.
BlackEdge Capital Interview Guide
A stage-by-stage guide to the BlackEdge Capital trading interview: the timed mental maths test, the first round with a trader, the probability round and the Chicago superday.
Graviton Research Capital Interview Guide
A stage-by-stage guide to the Graviton Research Capital interview: the 1-hour written quant test of proof-style probability and game theory problems, the same-night technical rounds, the software track and the quant risk role.
Headlands Technologies Interview Guide
A stage-by-stage guide to the Headlands Technologies interview for quantitative researchers, research developers and software engineers: the 4-part HackerRank, the statistics screens and the same-day C++ onsite.
Marshall Wace Interview Guide
A stage-by-stage guide to the Marshall Wace technology and quant research internship interviews: the Codility test, the lab, the project presentation and the in-person Pearson maths exam.
PEAK6 Interview Guide
A stage-by-stage guide to the PEAK6 trading interview: the IQ-style online test, the 4-minute live mental maths round, the expected value questions and the superday market making games.
Qube Research & Technologies Interview Guide
A stage-by-stage guide to the QRT quantitative research and development interview: the 90-minute statistics and coding assessment, the technical rounds and the onsite final.
Valkyrie Trading Interview Guide
A stage-by-stage guide to the Valkyrie Trading junior derivatives trader interview: the HackerRank sequences and probability test with its coding task, the recruiter and trader calls, and the Chicago final with written tests and a market making game.
The Voleon Group Interview Guide
A stage-by-stage guide to the Voleon interview for research and trading staff: the live technical screen on statistics and linear algebra, the machine learning onsite, and the trading rounds.
Brevan Howard Interview Guide
A stage-by-stage guide to the Brevan Howard internship and graduate interview, from the 3 online assessments to the market making game and the portfolio manager rounds.
D.E. Shaw Interview Guide
A stage-by-stage guide to the D.E. Shaw quant interview: the phone rounds, the research discussion, the 24-to-48-hour case study, and how to prepare for each.
G-Research Interview Guide
A stage-by-stage guide to the G-Research quant interview: the online quiz, the four hour-long interviews, and the firm's own published preparation guidance.
Man AHL Interview Guide
A stage-by-stage guide to the Man AHL quant interview: the take-home statistical problem, the code review of your own submission, and the research rounds.
Millennium Management Interview Guide
A stage-by-stage guide to the Millennium quant interview: the pod model, the technical OAs, and how to prepare when every team runs its own process.
Point72 & Cubist Interview Guide
A stage-by-stage guide to the Cubist Systematic quant researcher interview at Point72: the five rounds, the ML round's validation focus, and the research deep dive.
Squarepoint Capital Interview Guide
A stage-by-stage guide to the Squarepoint quant interview: the technical rounds, and the six-hour data exercise with a presentation that decides the superday.
AQR Interview Guide
A stage-by-stage guide to the AQR quant interview: the modelling exercise, the econometrics-heavy technicals, the superday, and the PhD paper presentation.
Backtesting Interview Questions
The model-validation questions systematic funds actually ask: backtest-versus-live, time-series cross-validation, survivorship and look-ahead bias, with the answers interviewers listen for.
The Quant Researcher Interview Process
What quant researcher interviews actually test, stage by stage: the three types of process by firm type, the online assessments, the technical rounds, and the project defence.
Quant Trader vs Quant Researcher
Quant trader vs quant researcher compared: day-to-day work, where the roles blur by firm type, how the interviews differ, 2026 pay by seniority and region, and how to choose.
The Quant Developer Interview Guide
Every stage of the quant developer interview at top trading firms: the proctored online assessment, live coding, the two system-design cultures, C++ depth rounds, timelines and offers.
What Is a Quant Developer?
What a quant developer does, the low-latency vs research-platform split, the technology stack, what firms test in interviews, and 2026 pay by seniority and region.
Prediction Markets Trading at Quant Firms
Which quant firms are building prediction markets desks, what the trader and researcher jobs actually involve, how binary event contracts work, and how to prepare for the interviews.
What Is Quant Trading?
Quant trading explained: how it works, the main strategies, trader vs researcher vs developer, the major firms, salaries by region, and how to break in.
Old Mission Capital Interview Guide
A stage-by-stage guide to the Old Mission Capital interview, for trading, research and engineering roles.
Belvedere Trading Interview Guide
A stage-by-stage guide to the Belvedere Trading interview, from the online assessment to the Chicago superday.
Chicago Trading Company Interview Guide
A stage-by-stage guide to the Chicago Trading Company interview for trading and engineering roles.
DV Trading Interview Guide
A stage-by-stage guide to the DV Trading interview, from the recruiter screen to the desk-dependent final round.
Five Rings Interview Guide
A stage-by-stage guide to the Five Rings interview, including the rapid-fire mental maths screen that eliminates most candidates.
Geneva Trading Interview Guide
A stage-by-stage guide to the Geneva Trading interview, from the HackerRank assessment to the final round.
Two Sigma Interview Guide
A stage-by-stage guide to the Two Sigma interview for research, trading and engineering roles.
XTX Markets Interview Guide
A stage-by-stage guide to the XTX Markets interview for quantitative research and software engineering roles.
Tower Research Capital Interview Guide
A complete step-by-step guide to the Tower Research Capital interview process for trading and quant roles.
DRW Interview Guide
A step-by-step guide to the DRW trading interview process for quantitative trading roles.
IMC Launchpad: The Complete Interview Guide
IMC Launchpad is a 2-day discovery program for second-year students that fast-tracks standout participants into IMC's internship pipeline. Learn who it's for, how the selection and assessment process works, what the interview rounds look like, and how to prepare.
Jump Trading Interview Guide
A detailed step-by-step guide to the Jump Trading interview process, covering the trader, quant researcher, and core developer tracks.
Hudson River Trading Interview Guide
A stage-by-stage guide to the Hudson River Trading interview, from the HackerRank online assessment through the math, coding, and strategy-game onsite rounds.
Best Books for Trading and Quantitative Finance Interviews
This guide highlights the best books for breaking into proprietary trading and quantitative finance. It covers interview prep, quantitative theory, trading intuition, and where to start.
How to Solve Quant Brainteasers and Probability Puzzles
How to approach the brainteasers, probability puzzles and estimation questions trading firms ask: the three question types, a method under time pressure and how to train.
Number Sequence Tests in Trading Interviews
A guide to the number and letter sequence tests trading firms use: the patterns that come up, how to solve them against the clock, and how to train for them.
Mental Math Practice for Trading Interviews
How to practise mental arithmetic for trading interviews: what the timed tests ask, which areas to drill, and how to build speed and accuracy with the Math Trainer.
A Day in the Life of a Quant Trader
Discover what a typical day looks like for a quant trader, from pre-market preparation to after-hours analysis.
The Ultimate Guide to Quant Trading Interviews
The only interview guide you'll ever need. Step-by-step guide to the quant trading interview process, with tips for each stage: from CV screening to superdays.
All Options Interview Guide
A detailed guide to the All Options trading interview process.
Mako Trading Interview Guide
A complete walkthrough of Mako Trading’s quantitative trading interview process.
Virtu Financial Interview Guide
A step-by-step guide of the Virtu Financial interview proces for trading roles.
Maverick Derivatives Interview Guide
A full guide to the Maverick Derivatives interview process.
Jane Street Interview Guide
Everything you need to know about the Jane Street trading interview.
Maven Securities Interview Guide
A comprehensive guide to all the different stages of the Maven Securities trading interview.
Akuna Capital Interview Guide
A detailed step-by-step interview guide for the Akuna Capital trading interview.
A step-by-step guide: converting Fractions to Decimals
This guide provides a step-by-step method for mentally converting fractions to decimals, complete with detailed examples and practical tips.
Susquehanna International Group (SIG) Interview Guide
Full interview guide for the Susquehanna International Group trading interview.
Da Vinci Trading Interview Guide
A stage-by-stage guide to the Da Vinci Trading interview: the numerical test, the HR and technical rounds, and the final conversations at the Amsterdam HQ.
How to play 'Make me a Market'
A detailed guide to excelling in this challenging but fun part of the trading interview process.
Flow Traders Interview Guide
A stage-by-stage guide to the Flow Traders interview: the numerical tests, the HR and technical rounds, and the ETF case study that decides the final stage.
IMC Trading Interview Guide
A stage-by-stage guide to IMC Trading's recruitment, covering the trader pipeline in full plus the separate paths for software engineering, FPGA, quant research and India campus hiring.