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Growth · Software Engineer Interview Guide

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How to Pass the Stoik Software Engineer Interview in 2026

The Stoik DNA (TL;DR)

Stoik's Insurance Cybersecurity Prevention offering demands candidates deeply understand risk mitigation and the nuances of financial security. The interview loop grades for practical application of security principles, especially concerning the Broker Platform, and how one would enhance its resilience.

The Stoik Interview Loop

Your onsite loop will typically consist of 5 rounds.

  1. 1

    Round 1

    Recruiter Screen
    Motivation, role fit, logistics.
  2. 2

    Round 2

    Coding Screen
    LeetCode-medium algorithmic problems under time pressure.
  3. 3

    Round 3

    System Design
    Distributed systems, trade-offs at scale, architecture under constraints.
  4. 4

    Round 4

    Onsite Coding
    LeetCode-hard, debugging, code clarity, edge cases.
  5. 5

    Round 5

    Behavioral / Leadership
    Past evidence of ownership, influence, resolving conflict.

The Danger Zone: Top Reasons Candidates Fail

Based on our database of Stoik interview outcomes, avoid these common traps:

  • Giving a generic answer about wanting to work in fintech without specific connection to Stoik.
  • Proposing a solution that doesn't account for distributed state management (e.g., relying on a single counter).
  • Proposing a batch processing solution for real-time fraud detection.
  • Misinterpreting the data structure or types (e.g., assuming all prices are floats when some might be strings).

Test Yourself: Real Stoik Questions

Three real prompts pulled from our database.

Type · algorithmic

Given a list of stock trades with timestamps and prices, write a function to efficiently calculate the volume-weighted average price (VWAP) for a given time range. Assume trades are not necessarily sorted by time.

Type · debugging

Here's a Python snippet that attempts to calculate portfolio value. It's producing incorrect results for certain inputs. Find and fix the bugs.

Type · ownership

Tell me about a time you took ownership of a project or initiative that was failing or at risk. What was the situation, what did you do, and what was the outcome?

+ many more questions, signals, and worked examples

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Stoik Interview Question Bank

A sample from our database, grouped by round. Sign up to see the full set.

9 of 16 questions shown

1

Recruiter Screen

1
  1. 1

    Type · motivation

    What interests you about Stoik's mission in the fintech space, and how do you see your software engineering skills contributing to our growth?
2

Coding Screen

3
  1. 2

    Type · algorithmic

    Given a list of stock trades with timestamps and prices, write a function to efficiently calculate the volume-weighted average price (VWAP) for a given time range. Assume trades are not necessarily sorted by time.
  2. 3

    Type · algorithmic

    Implement a function that takes a stream of stock ticks (symbol, price, timestamp) and returns the N most recent distinct symbols that have traded above a certain price threshold in the last M minutes. Optimize for low latency and high throughput.
  3. + 1 more questions in this round (sign up to unlock)
3

System Design

3
  1. 4

    Type · design

    Design a real-time stock price alerting system. Users should be able to set conditions (e.g., 'AAPL price > $170') and receive notifications instantly. Consider scalability, reliability, and latency.
  2. 5

    Type · design

    Design a system to detect and flag potentially fraudulent transactions in a high-frequency trading platform. Focus on the architecture and the types of checks you would implement.
  3. + 1 more questions in this round (sign up to unlock)
4

Onsite Coding

4
  1. 6

    Type · algorithmic

    Given a sorted array of stock prices for a single day, find the maximum profit that could have been made by buying and selling the stock once. If no profit can be made, return 0. Optimize for O(n) time complexity.
  2. 7

    Type · algorithmic

    Implement a function to calculate the Sharpe Ratio for a given portfolio's historical returns. You'll need to handle calculating the mean return, standard deviation, and subtracting the risk-free rate. Assume risk-free rate is provided.
  3. + 2 more questions in this round (sign up to unlock)
5

Behavioral / Leadership

5
  1. 8

    Type · past-experience

    Tell me about a time you had to make a significant technical decision with incomplete information. How did you approach it, what was the outcome, and what did you learn?
  2. 9

    Type · past-experience

    Describe a complex bug you encountered in a production system. Walk me through how you diagnosed it, what steps you took to fix it, and what preventative measures you implemented afterward.
  3. + 3 more questions in this round (sign up to unlock)

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Interview tracks at Stoik

How Stoik's DNA translates across functions. Pick your role.

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