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Essays on the things clients get wrong, and one or two on the things nobody writes about at all. Longer and more technical than is fashionable, because the useful part is usually in the detail.


MBA and the GMAT


University admissions


Technical

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The market-making interview game, played out

One round with numbers: the opening width, being lifted, updating, leaning the quote, and how far an informed trader should move your price.

Play the round →
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Mental maths for trading interviews: how to get faster

Round and correct, squares, fractions by heart, division by factors, a nines check, and the arithmetic of when to skip under negative marking.

Read the shortcuts →
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How to solve a stochastic differential equation

The four moves interviewers test: Itô on the right function, an integrating factor, moment equations and the scale function, each with a worked example.

Read the four moves →
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Quant trader, quant researcher or quant developer

What each is answerable for, what eight trading firms pay each role in their own US adverts, and how each interview differs.

Compare the three roles →
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Low-latency C++ interview questions, and what a good answer sounds like

Twelve questions trading firms ask developers, from cache lines and atomics to page faults and order books, with the trap in each and the shape of an answer that lands.

Read the questions →
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Implementing machine learning from scratch in an interview

Softmax, backpropagation, attention, batch norm, k-means, PCA and AUC in NumPy, and the one detail in each that fails candidates.

Read the details →
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Quant intern pay in 2027, from the firms' own adverts

Jane Street, Citadel, Jump, IMC, SIG and Two Sigma print their 2027 intern pay in US adverts. The figures, what an "annual" intern salary means, and what a summer adds up to.

See the figures →
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The best quant interview prep for 2027

The books and practice sites worth your time, compared by role, and what to skip.

Read the article →
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A quant interview study plan: eight weeks to the final round

Probability, mental maths, brainteasers, markets and code, week by week, with a bar to clear before you move on and the practice to clear it with.

Read the plan →
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Why I wrote 554 practice questions

Why the bank is this large, where the questions came from, why the solutions are longer than the questions, and the three I had to pull after publishing them.

Read it →
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Quant interview questions, with worked solutions

Expected value, gambler's ruin, conditioning, market making and mental maths: five question types, each solved the way an interviewer wants to hear it.

Read the worked questions →
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What a quant interview is actually testing

The mathematics is the entry ticket. What decides the outcome is the ninety seconds after you realise you have no answer, and the stochastic calculus you can safely ignore.

Read the quant interview piece →
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Reading a MAT question the way an examiner does

Why students with perfect school marks come out of MAT mocks in the forties, and why the reflex that made them successful is the thing working against them.

Read the Oxford admissions piece →
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209 quant interview questions, with answers

Probability, brainteasers, stochastic calculus, statistics and ML, market making and mental maths. Browse by topic or take a timed quiz.

Open the question bank →

On the wider question


A problem every week

Pick a subject and you get one problem a week with a full worked solution. Real questions of the kind that decide these things, not warm-ups. Free, and one email a week with nothing else in it.

Which problems?

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