Machine Learning Engineer Software Engineering Fundamentals Interview Questions

Practice 26 real Software Engineering Fundamentals interview questions for Machine Learning Engineer roles. From companies including OpenAI, Microsoft, Amazon, Anthropic, Apple.

26 Questions 20 Companies07.25.2026
Showing 6 results
Role
Capital One logo
Capital One
Easy
Machine Learning Engineer Locked

How would you improve card-type detection?

This question evaluates a candidate's ability to design robust detection logic, covering system design, data modeling, validation, and operational con...

Software Engineering Fundamentals
11
0
92 people solved
Feb 11, 2026
UiPath logo
UiPath
Easy
Machine Learning Engineer Locked

Analyze Complexity and Probability Basics

This question evaluates understanding of data structures and algorithmic time complexity for hash map operations, the computational complexity of dens...

Software Engineering Fundamentals
2
0
44 people solved
Jan 10, 2026
Meta logo
Meta
Medium
Machine Learning Engineer Locked

Design concurrent expiring job registry

This question evaluates understanding of concurrent data structures, synchronization primitives, time-based expiration semantics, and efficient cleanu...

Software Engineering Fundamentals
2
0
29 people solved
Nov 28, 2025
TikTok logo
TikTok
Medium
Machine Learning Engineer

Explain Transformer, GPT vs BERT, and PR metrics

Answer the following conceptual questions: 1. Transformer architecture - Describe the main components of a Transformer block and what each part doe...

Software Engineering Fundamentals
5
0
58 people solved
Dec 15, 2025
Shopify logo
Shopify
Medium
Machine Learning Engineer

Demonstrate Git and build workflow

End-to-End Git and Tooling Workflow (Feature Branch + CI) Context You are given a repository URL and asked to demonstrate a pragmatic, reproducible wo...

Software Engineering Fundamentals
9
0
102 people solved
Aug 12, 2025
Lila logo
Lila
Medium
Machine Learning Engineer Locked

Debug a Transformer bug in an unfamiliar repo

This question evaluates proficiency in debugging Transformer implementations, encompassing codebase navigation, tensor shape and broadcasting reasonin...

Software Engineering Fundamentals
5
0
60 people solved
Jan 9, 2026

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