Shopify Machine Learning Engineer Interview Questions
Master your tech interview with our curated database of real questions from top companies.
Discuss motivations, experience, and logistics
HR Screen — Machine Learning Engineer Context Initial recruiter screen assessing motivation, career narrative, transitions, work authorization, compen...
Design a baseline loan recommendation system
System Design: Baseline Loan Recommendation System Context Design a baseline system that recommends loan offers to users on a digital platform. The sy...
Collect labels without existing data
Modeling Without Labels: End-to-End Plan You are tasked with shipping an ML model but have no labeled data. Outline a rigorous approach to: 1) Define ...
Discuss motivations, experience, and logistics
Behavioral HR Screen: Resume Walkthrough and Logistics (Machine Learning Engineer) Prompt Provide a concise, structured response covering the followin...
Describe an end-to-end ML project
Behavioral & Leadership: Describe an End-to-End ML Project You Led Context: You are interviewing for a Machine Learning Engineer role in a consumer ma...
Explain motivation and role alignment
Behavioral: Motivation and Fit (HR Screen) Context: You are interviewing for a Machine Learning Engineer role during an HR screen. Answer the followin...
Discuss motivations, experience, and logistics
HR Screen: Behavioral Resume Walkthrough and Logistics for a Machine Learning Engineer You are in an HR screen for a machine learning engineer role. T...
Explain motivations, resume, and logistics
Behavioral HR Screen: Motivation, Resume Walkthrough, Transitions, Authorization, Compensation, and Questions Prompt Answer the following for a Machin...
Describe ML projects and tech choices
ML Project Overview and Deep Dive (HR Screen) Context You are interviewing for a Machine Learning Engineer role. Provide a concise, structured overvie...
Design a hierarchical multi-label classifier
System Design: Hierarchical Multi-Label Classifier for Noisy Taxonomy Context You have a catalog of items with hierarchical tags (e.g., Category → Sub...
Explain motivations, resume, and logistics
HR Screen: Behavioral Overview for a Machine Learning Engineer Context: You are preparing for an HR screen for a Machine Learning Engineer role. The r...
Explain motivations, resume, and logistics
HR Screen — Behavioral & Background (Machine Learning Engineer) 1) Motivation and Trajectory - Why did you choose to pursue engineering? - How has you...
Discuss motivations, experience, and logistics
HR Screen (Machine Learning Engineer) Context: This is an HR screen focused on your career story, motivation, logistics, and mutual fit. Prompt 1) Mot...
Describe pair programming communication approach
Pair Programming in a Timed Interview (ML Engineer) Context: You are in a timed, onsite pair-programming interview for a Machine Learning Engineer rol...
Implement an interactive CLI class with tests
Design and implement a command-line interactive application as a single class using OOP principles. The program should support commands: add <key> <va...
Design and implement a word-guessing game
Word-Guessing Game (Wordle-like) — Design and Implement Context Build a small, standalone command-line application that lets a user guess a secret wor...
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...