AkunaCapital Sales and Trading Analyst interview questions & guide 2026

The visual timeline above outlines the progression from initial online assessments to the final interview stages. Candidates should interpret this as a filter-heavy process: early rounds focus on raw cognitive speed and mathematical aptitude, while later stages shift toward your ability to communicate complex ideas and demonstrate "market feel." Use this to manage your energy; prepare for high-intensity, time-constrained testing in the early stages, and reserve your deep-dive preparation into probability and strategy for the final rounds.

The questions below are representative of the patterns observed in our interview loops. Expect a mix of high-speed arithmetic and deeper, qualitative discussions regarding strategy and risk.

Mental Math and Sequences

• These questions test your cognitive speed and accuracy under extreme time pressure.
• What is 19% of 270?
• What is 15% of 235?

Success at AkunaCapital requires a blend of raw speed and structured reasoning. Preparation should focus on these four core pillars:

Technical Proficiency (Mental Math & Sequences) – We expect lightning-fast arithmetic. Practice daily using online tools to sharpen your speed with multiplication, division, and percentage calculations. You must be able to recognize patterns in sequences instinctively, as these serve as a proxy for your ability to spot market patterns.

Commercial and Market Awareness – You do not need to be an expert in every asset class, but you must demonstrate an active interest in how the world moves. Read financial news, understand the basics of supply and demand, and be prepared to "make a market" on simple, real-world estimates (e.g., population, weather, or commodity prices).

Problem-Solving Under Pressure – Many of our interview stages, such as the trading games, are designed to induce stress. The goal is to see how you handle "losing" or "missing" information. Stay calm, articulate your thought process clearly, and be willing to iterate on your strategy when presented with new data.

Fit and Motivation – We look for candidates who are intellectually curious and resilient. Be prepared to explain your "why" clearly, and show that you understand the unique, fast-paced nature of a proprietary trading firm compared to other areas of finance.

Probability and Expected Value

• We rely on EV to make decisions. You must be able to calculate probabilities of independent and conditional events quickly and accurately.
• Advanced concepts: Look into game theory and optimal betting strategies (e.g., Kelly Criterion basics).
• Example: "Calculate the expected value of a bet given these odds and payouts."

Market Making and Trading Games

As a Sales and Trading Analyst, your primary responsibility is to support the trading desk in executing strategies and managing risk. You will spend your day monitoring market data, identifying potential arbitrage opportunities, and updating pricing models based on real-time flow.

Collaboration is key; you will interact constantly with traders to discuss market moves and refine the desk's "view." You may also be tasked with conducting ad-hoc analyses on historical data to test the efficacy of trading strategies. This role requires you to be a sponge—learning the nuances of our internal systems, understanding the impact of volatility on our positions, and communicating clearly with the team during high-pressure trading sessions.

We prioritize cognitive ability and grit over specific previous experience.

• Must-have skills – Exceptional mental math skills, strong foundation in probability and statistics, and a high level of comfort with Python for data analysis.
• Nice-to-have skills – Familiarity with options theory (Greeks: Delta, Gamma, Theta, Vega) and prior experience with market-making games or competitive trading simulations.
• Experience – We value candidates who have demonstrated high performance in competitive environments, whether through academic research, quantitative competitions, or prior internships in finance or tech.

Q: How long should I prepare for the mental math portions? A: Preparation is highly individual, but we recommend at least 4–6 weeks of daily, focused practice to reach the required speed. Use online arithmetic trainers to build your baseline.

Q: Do I need a background in finance or economics? A: Not necessarily. We value quantitative aptitude and logical thinking above all else. Many of our most successful analysts come from math, physics, or engineering backgrounds.

Q: What is the company culture like? A: AkunaCapital is meritocratic and collaborative. We value intellectual honesty—if you make a mistake, own it, explain why it happened, and show us what you learned.

Q: Is there a specific format for the final round? A: Expect a "Superday" style experience, which may include multiple one-on-one interviews, market-making games, and potentially shadowing traders. It is a full-day commitment designed to test your endurance and fit.

• Structure your logic: Even if you get the math right, we care about how you got there. Always verbalize your steps.
• Prepare for the "Why": Have a compelling, authentic reason for why you want to trade at AkunaCapital specifically, rather than at a bank or another firm.
• Embrace the game: Treat our trading games as opportunities to show your risk management skills, not just your ability to win.
• Stay updated: Follow major market events, but focus more on how those events impact volatility and liquidity in the derivatives space.

The Sales and Trading Analyst role at AkunaCapital offers an unparalleled opportunity to work at the cutting edge of the markets. While the interview process is rigorous and demanding, it is designed to identify individuals who possess both the mathematical talent and the psychological resilience required to succeed in our high-stakes environment. Focus your preparation on sharpening your mental math, mastering probability concepts, and developing a clear, logical framework for decision-making.

For further insights, practice questions, and comprehensive preparation tools, please explore the resources available on Dataford. We wish you the best of luck in your preparation—consistent, targeted effort will materially improve your chances of success.

The compensation data above reflects current market benchmarks for entry-level trading roles. Candidates should view this as a competitive baseline, noting that total compensation often includes performance-based components typical of the proprietary trading industry.