Akuna Capital Software Engineer Interview Questions
If you’re preparing for Akuna Capital Software Engineer interview questions, expect a process that emphasizes both algorithmic skill and engineering for low-latency, high-throughput systems. Akuna is a trading-technology firm, so interviews often probe data structures and algorithms under time pressure, language- and performance-specific topics (C++/Java), concurrency and systems-level reasoning, and system design that balances throughput, latency, and reliability. Interviewers also evaluate code clarity, debugging approach, and cultural fit for fast feedback cycles and collaboration. Typical stages include online coding assessments, timed technical screens, one or more deep technical/system-design interviews, and behavioral or hiring-manager conversations. For effective interview preparation, practice timed coding problems (medium-to-hard), review language specifics and concurrency primitives, and rehearse designing real-time pipelines and cache/latency trade-offs. Complement technical drills with clear, example-based stories about ownership and teamwork, and run mock interviews that simulate the firm’s emphasis on performance, precision, and pragmatic trade-offs.
Design user communication functions
In-Memory Communication Manager Context Build a simple in-memory component that tracks which users can communicate with each other. Treat a communicat...
Implement a two-user communications handler
One-at-a-time Two-User Communications Handler Context Design and implement a communications handler that supports exactly one active conversation at a...
Count inversions in an array efficiently
Given the array [5, 7, 9, 2, 3, 12, 8, 4], compute the number of inversion pairs (i, j) where i < j and arr[i] > arr[j]. Describe both a naive O(n^ 2)...
Heapify an array into a max-heap
Given the array [6, 15, 2, 4, 3, 8, 19], apply heapify to build a max-heap using the standard in-place bottom-up method with a 0-indexed array represe...
Design communication handler and exceptions
Implement a Communication Handler with Exceptions Context You are building a single-line communication handler that can connect exactly two Caller ins...
Fix and harden an object pool
Refactor a Buggy C++ Object Pool Into a Correct, Thread-Safe Template Context You are given a buggy C++ object pool that suffers from races, double-fr...
Implement a ring buffer
Implement a fixed-capacity circular buffer (ring buffer) supporting push, pop, peek, isEmpty, isFull, and size in O( 1) time using an array. Define an...
Design two-user communications handler with exceptions
Implement a two-user communications handler. Create: (A) CommsHandler(CommsHandlerABC) with methods connect(self, user1: Caller, user2: Caller) -> str...
Solve three C++ algorithmic tasks
Solve the following three C++ algorithmic tasks. For each, implement an efficient function and state time and space complexity. a) Diminishing prices ...
Solve swaps, graph paths, and movie DP
Design and implement solutions for three tasks derived from a HackerRank-style assessment. 1) Minimum swaps to reverse sort an array: - Input: an inte...
Break a palindrome to smallest non-palindrome
Given a palindromic string s of lowercase English letters, change exactly one character to obtain a new string that is not a palindrome and is lexicog...
Design an order-matching engine
In-Memory Limit Order-Matching Engine (Limit Order Book) Context You are asked to design and implement an in-memory, single-instrument limit order boo...
Compute max profit across dated stock quotes
You are given an unsorted list of price records for multiple stocks, each record as (date, symbol, price). Dates may be repeated across different symb...
Implement React check-in/out month dropdowns
React UI Enhancement: Check-in/Check-out Month Dropdowns Context You are working on a hotel reservation form in a React codebase. The form needs two n...
Trace code and find frequent character
1) Trace a simple algorithm: Given a short loop-and-conditional pseudo-code operating over an integer array, trace the values of key variables (e.g., ...
Evaluate SQL expressions for zero
Which of the following SQL expressions evaluate to 0? Evaluate each independently, justify the result, and note any dialect-specific behavior (e.g., M...
Identify false MySQL foreign key statement
MySQL: Which of the following statements is false? A) A column might have a foreign key reference to itself. B) MySQL supports foreign key references ...
Compute min operations to transform integers
Given integers A and B, transform A into B using the minimum number of operations. Allowed operations: ( 1) subtract 1 from the current value; ( 2) mu...
Answer SQL MCQs with reasoning
Answer multiple-choice questions covering SQL topics: INNER vs LEFT vs RIGHT JOIN semantics; GROUP BY and HAVING; NULL handling in comparisons and agg...
Design user communication manager APIs
In-Memory Communication Manager (Bidirectional Sessions) Goal Design a lightweight, in-memory manager that tracks bidirectional user-to-user sessions ...