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Growth · Software Engineer Interview Guide

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Interview language: English

How to Pass the Oxa Software Engineer Interview in 2026

The Oxa DNA (TL;DR)

The technical deep-dive round at Oxa deeply evaluates a candidate's ability to apply theoretical knowledge to real-world autonomous vehicle challenges, especially within Industrial Mobility Automation. They seek individuals who can articulate the trade-offs in designing robust, safe systems for complex environments like Heathrow Airport, demonstrating a clear understanding of system constraints.

The Oxa 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 Oxa interview outcomes, avoid these common traps:

  • Blaming the other party without taking responsibility for their role in the conflict.
  • Not clearly outlining the steps taken to build rapport and trust.
  • Describing a situation where they were simply doing their job.
  • Using Breadth-First Search (BFS) without considering varying movement costs, leading to suboptimal paths.

Test Yourself: Real Oxa Questions

Three real prompts pulled from our database.

Type · Conflict Resolution

Tell me about a time you had a significant disagreement with a cross-functional team member (e.g., engineer, designer, marketing). How did you approach the situation, and what was the outcome?

Type · Algorithmic

You are given a large dataset of historical driving logs. Design a data structure and algorithm to efficiently query for all instances where a specific type of maneuver (e.g., sudden braking, sharp turn) occurred within a given geographic area and time window.

Type · System Design

Design a system to manage and serve high-definition map updates to a fleet of autonomous vehicles. Consider aspects like data storage, distribution, versioning, and ensuring data integrity.

+ many more questions, signals, and worked examples

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Oxa Interview Question Bank

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

9 of 19 questions shown

1

Recruiter Screen

1
  1. 1

    Type · Motivation

    What interests you about working on autonomous driving technology at Oxa, and how do you see your skills contributing to our mission?
2

Coding Screen

3
  1. 2

    Type · Algorithmic

    Given a stream of sensor data (e.g., lidar points, camera frames) and a set of detected objects with their bounding boxes and velocities, design an algorithm to predict the future trajectory of each object for the next 5 seconds. Assume a simplified physics model.
  2. 3

    Type · Algorithmic

    Implement a function that takes a 2D grid representing a map with obstacles and a starting point, and returns the shortest path to a target point. The vehicle can move up, down, left, right, and diagonally, but cannot move through obstacles. Consider different movement costs for cardinal vs. diagonal directions.
  3. + 1 more questions in this round (sign up to unlock)
3

System Design

4
  1. 4

    Type · System Design

    Design a real-time system for detecting and reporting 'near-miss' incidents between autonomous vehicles and other road users (pedestrians, cyclists, other vehicles). Consider data ingestion, processing, and alerting.
  2. 5

    Type · System Design

    Design a system to manage and serve high-definition map updates to a fleet of autonomous vehicles. Consider aspects like data storage, distribution, versioning, and ensuring data integrity.
  3. + 2 more questions in this round (sign up to unlock)
4

Onsite Coding

3
  1. 6

    Type · Coding

    Write a robust C++ class to represent a 3D point, including methods for translation, rotation, and calculating the distance to another point. Ensure proper handling of floating-point precision issues and include unit tests.
  2. 7

    Type · Debugging

    Here is a snippet of code intended to perform sensor fusion. It's producing incorrect results in certain edge cases. Debug and fix the code, explaining your reasoning.
  3. + 1 more questions in this round (sign up to unlock)
5

Behavioral / Leadership

8
  1. 8

    Type · Conflict Resolution

    Tell me about a time you had a significant disagreement with a cross-functional team member (e.g., engineer, designer, marketing). How did you approach the situation, and what was the outcome?
  2. 9

    Type · conflict-resolution

    Tell me about a time you had a significant technical disagreement with a colleague or a customer. How did you approach the situation, and what was the outcome?
  3. + 6 more questions in this round (sign up to unlock)

Unlock all 19 Oxa questions, free

No credit card. Every question with its framework, the grading signals interviewers score against, and a worked answer for each.

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Interview tracks at Oxa

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

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