AKUNA CAPITAL Software Engineer interview questions & guide 2026

Preparing for an interview at AKUNA CAPITAL requires a shift in mindset from general software engineering to performance-critical engineering. You should expect a process that rigorously tests your fundamental understanding of computer science concepts, not just your ability to write syntax.

Technical Depth & Fundamentals – 2–3 sentences describing: You must demonstrate a deep understanding of how your chosen language (usually C++ or Python) works under the hood. Interviewers will probe your knowledge of memory management, pointers, the Global Interpreter Lock (GIL), and data structure internals to ensure you can write highly optimized code.

Problem-Solving Speed & Accuracy – 2–3 sentences describing: In the trading industry, speed is a feature. You will be evaluated on your ability to solve algorithmic problems efficiently and accurately under time constraints, mirroring the rapid decision-making required in live trading environments.

Systems & OS Knowledge – 2–3 sentences describing: For many engineering roles here, knowing the application layer is not enough. You should be ready to discuss operating system concepts such as multithreading, concurrency, race conditions, and network protocols (TCP/UDP), as these are vital for low-latency systems.

Communication & Collaboration – 2–3 sentences describing: You will frequently work with non-engineers, such as traders and mathematical researchers. You need to demonstrate that you can articulate complex technical ideas clearly and work collaboratively to solve open-ended problems.

The interview process at AKUNA CAPITAL is structured to filter for high technical aptitude and quick thinking early on. It typically begins with a rigorous Online Assessment (OA) or a technical phone screen, often involving HackerRank or similar platforms. These initial screens are designed to test your raw coding ability and math logic before you ever speak to an engineer. If you pass, you will move to technical phone interviews that dig deeper into language specifics and CS fundamentals.

The core of the evaluation is the Code Pair round and the final "Superday" or final round interviews. The Code Pair session is an interactive coding interview where you share a screen with an engineer to solve problems in real-time. This is distinct from a whiteboard interview because you are expected to write compilable, runnable code. The final rounds often involve a mix of system design, behavioral questions, and further deep-dive coding challenges. The process is known to be challenging but fair, prioritizing candidates who can demonstrate true mastery of their tools.

This timeline illustrates the progression from automated screening to intense live problem-solving. You should conserve your energy for the Code Pair and Final Round stages, as these are the most interactive and demanding parts of the process. Note that for specialized roles like Quant Developer or Systems Engineer, the specific technical questions in the middle stages will pivot heavily toward math or OS internals, respectively.

The evaluation at AKUNA CAPITAL is technically dense. Based on candidate reports, you should focus your preparation on the following key areas, tailoring your depth based on whether you are applying for a C++ or Python track.

Core Programming Languages (C++ or Python)

This is the most critical evaluation area. You are expected to be an expert in your primary language. For C++ candidates, this means modern standards (C++14/17/20) and low-level mechanics. For Python candidates, this means understanding the interpreter and efficient scripting.

Be ready to go over:

• Memory Management – Stack vs. heap, smart pointers (unique_ptr, shared_ptr), and manual memory management nuances.
• Language Internals – Virtual tables (v-tables) in C++, the GIL in Python, and how decorators or generators function.
• STL / Libraries – Deep familiarity with the Standard Template Library (C++) or standard Python libraries (collections, itertools).
• Advanced concepts – Template metaprogramming, move semantics, and r-value references for C++; asyncio and multiprocessing for Python.

Example questions or scenarios:

• "Implement a smart pointer from scratch and explain how it handles reference counting."
• "Explain the difference between malloc and new, and what happens at the OS level when you request memory."
• "How would you optimize a Python script that is CPU-bound versus one that is I/O-bound?"

Operating Systems & Concurrency

Because AKUNA CAPITAL deals with high-frequency and low-latency systems, understanding how the code interacts with the hardware is vital. This area tests your ability to write safe, parallel code.

Be ready to go over:

• Multithreading – Creating threads, thread lifecycles, and the difference between threads and processes.
• Synchronization – Mutexes, semaphores, spinlocks, and how to avoid deadlocks and race conditions.
• Networking – TCP vs. UDP, sockets, and multicast (crucial for market data feeds).
• OS Internals – Context switching, kernel vs. user space, and virtual memory.

Example questions or scenarios:

• "Describe a scenario where a race condition might occur in a trading system and how you would prevent it."
• "What is the difference between a process and a thread? Which is more expensive to create and why?"
• "How does the OS handle a page fault?"

Algorithms & Data Structures

While standard algorithmic questions are asked, they often come with a twist regarding efficiency or practical application. You need to know the time and space complexity of every solution you propose.

Be ready to go over:

• Linear Data Structures – Arrays, linked lists, stacks, and queues.
• Trees & Graphs – Binary search trees, heaps (priority queues), and basic graph traversal (BFS/DFS).
• Hash Maps – Implementation details, collision resolution, and performance characteristics.
• Sorting & Searching – Quick sort, merge sort, and binary search variants.

Example questions or scenarios:

• "Design a data structure that supports add, remove, and getRandom in O(1) time."
• "Given a stream of market data, how would you efficiently calculate the moving average?"
• "Find the median of two sorted arrays."

As a Software Engineer at AKUNA CAPITAL, your daily work revolves around performance and reliability. You will design, develop, and test software solutions that support the firm's global trading infrastructure. This often involves working on proprietary low-latency trading platforms where every microsecond counts. You are not just maintaining legacy code; you are actively architecting new solutions to handle massive influxes of market data.

Collaboration is a major part of the role. You will work side-by-side with Quants, Traders, and Systems Engineers to implement complex trading strategies and mathematical models. For those in the Systems or Infrastructure tracks, you will focus on automation, configuration management (using tools like Ansible), and optimizing the Linux environment to ensure maximum uptime and speed. You are expected to take ownership of your projects, driving them from the design phase through to deployment in a live trading environment.

To be competitive for this role, you need a strong foundation in computer science and a passion for high-performance computing.

• Must-have skills – Proficiency in C++ (specifically modern C++ standards) or Python is non-negotiable. You must have a solid grasp of Object-Oriented Programming (OOP), data structures, algorithms, and operating system fundamentals (Linux/Unix). Experience with source control (Git) and debugging tools is also essential.
• Experience level – While AKUNA CAPITAL hires across levels, from "Junior" (New Grad) to "Senior Systems Engineer," they consistently look for candidates with a Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field. For senior roles, 5+ years of experience in systems engineering or low-latency development is typical.
• Soft skills – You need strong analytical skills and the ability to communicate complex technical concepts effectively. The environment is fast-paced, so adaptability and a proactive approach to problem-solving are key.
• Nice-to-have skills – Prior experience in the financial industry or a trading firm is a strong plus but not always required. Knowledge of kernel bypass networking, containerization (Docker/Kubernetes), and configuration management tools (Ansible) can set you apart, particularly for infrastructure-focused roles.

Q: Do I need a background in finance or trading to apply? No, a background in finance is not strictly required for most Software Engineering roles at Akuna. They prioritize strong Computer Science fundamentals and engineering skills. However, an interest in the markets and a willingness to learn the domain are highly valued.

Q: How difficult are the coding assessments? The initial assessments and Code Pair rounds are considered challenging. They are designed to test not just correctness but also efficiency and code style. Candidates often report that the difficulty is comparable to or slightly higher than standard "Big Tech" interviews, with a heavier emphasis on concurrency and low-level details.

Q: What is the work culture like for engineers? The culture is described as collaborative, innovative, and flat. It is a "work hard" environment typical of HFT firms, but with a strong emphasis on technology as a driver of business. Engineers are respected as first-class citizens, not just support staff, because the software is the product.

Q: Is the role remote or onsite? Most trading and core engineering roles at AKUNA CAPITAL are onsite, primarily in Chicago, to facilitate close collaboration with traders and minimize latency. However, specific policies may vary by team and role level, so it is best to clarify this with your recruiter.

Master the "Why" behind your code: At AKUNA CAPITAL, it is not enough to just get the solution working. You must be able to explain why you chose a specific data structure or algorithm over another. Discuss space-time complexity trade-offs proactively during your Code Pair sessions.

Prepare for the Code Pair Environment: Unlike a whiteboard interview, the Code Pair round involves writing code that must compile and run against test cases. Practice coding in a simple IDE or text editor without heavy reliance on auto-complete to ensure you are comfortable with syntax.

Show Your Passion for Optimization: When discussing previous projects, highlight instances where you improved performance, reduced latency, or optimized resource usage. This aligns perfectly with the firm's goals.

Communicate Clearly Under Pressure: The interviewers are looking for candidates who can think clearly when things get difficult. If you get stuck, talk through your thought process. They want to see how you approach the problem, not just the final answer.

Becoming a Software Engineer at AKUNA CAPITAL is an opportunity to work at the cutting edge of financial technology. You will be challenged to write faster, smarter, and more efficient code than you likely ever have before. The role offers the chance to see the immediate impact of your work on the global markets and to collaborate with some of the brightest minds in engineering and quantitative finance.

To succeed, focus your preparation on CS fundamentals, specifically data structures, algorithms, and operating system internals. Whether your strength lies in C++ or Python, ensure you understand the deep mechanics of the language. Practice writing clean, compilable code by hand, and be ready to discuss concurrency and system design in detail.

The compensation at AKUNA CAPITAL is highly competitive, often exceeding standard tech industry rates to attract top talent. Base salaries are strong, but the total compensation package is frequently boosted significantly by performance-based bonuses, reflecting the firm's success and your individual contribution.

With focused preparation and a grasp of low-latency concepts, you can set yourself apart in this rigorous process. Use the resources available on Dataford to practice specific questions and refine your approach. Good luck!