Trader
Build fast and accurate mental maths, then add probability and options-style questions.
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Akuna trading preparation starts with fast numerical work. Mental maths and sequences are useful for screening, while later interviews need probability, expected value, options and market-making skills.
Recruiting context
Akuna trading interviews combine fast maths with probability and options-style reasoning. Mental maths is important, but deeper interview preparation should also cover expected value and market making.
For trading, get comfortable with mental maths, sequences, probability and expected value. As the process becomes more technical, options and market-making intuition become more important.
Quant research is more focused on statistics, modelling, machine learning and coding. Prepare the assessment you were sent, then spend the rest of your time on the technical skills for your role.
Build fast and accurate mental maths, then add probability and options-style questions.
Focus on statistics, modelling, coding and testing research ideas.
Practise the assessment listed in your invitation, then move on to the deeper role-specific work.
Prepare deliberately
Different roles reward different preparation. Start with the closest path, then use the resource sections below.
Build speed first, then add probability and options-style reasoning.
Practise mental maths until common calculations feel comfortable.
Practise sequences if they appear in your screening process.
Use the Akuna question bank for probability, expected value and market-style problems.
Add options and market-making practice for trading roles.
Focus on statistics, modelling and coding.
Use the Akuna question bank for core quantitative reasoning.
Prepare Python or C++ at the level required by the role.
Practise modelling, validation and explaining how a research idea could become a trading signal.
Interview practice
Use these questions for probability, expected value and market-style quantitative reasoning.
Timed practice
Use the mental maths and sequences tools if those formats appear in your invitation.
Make fast numerical calculation reliable enough that screening pressure does not create avoidable mistakes.
Train pattern recognition until you can test plausible rules quickly instead of getting stuck on one sequence.
Fill the gaps
Firm-specific preparation works best on top of solid fundamentals. Use these only where they address a real weakness in your preparation.
Common questions
Short answers for broad questions; use the dedicated guides, assessment tools and interview-question bank for deeper practice.
Start with mental maths, then add probability, expected value and options or market-making questions. Keep your explanations clear as the questions become more technical.
No. Screening formats can vary by role and recruiting cycle, so practise the formats listed in your own invitation.
Focus much more on statistics, modelling, machine learning, coding and market data. Be ready to explain how you would test and validate a research idea.
Move into the Akuna question bank and probability practice. Research candidates should spend more time on statistics, coding and modelling.
Keep moving
Start with the Akuna question bank, then work through the specific assessment or role guide that matches your next stage.
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