Shopify Interview Questions
Practice the exact questions companies are asking right now.
Assess Candidate's Remote Collaboration and Technical Proficiency
Behavioral Interview: Cross-Functional Data Scientist (Remote-First) Context You are interviewing for a Data Scientist role on a cross-functional anal...
Calculate Week-over-Week Revenue Change Using SQL
transactions +----+---------+---------+------------+ | id | user_id | revenue | order_date | +----+---------+---------+------------+ | 1 | 101 | ...
Identify Pirate Themes Using Similarity Score Algorithm
Scenario Engineering wants an automated way to spot custom themes that are probably just pirate themes in disguise. Question Write Python that takes t...
Measure Pirate-Theme Usage and Revenue Growth Over Time
theme_usage +-----------+------------+-------------+ | user_id | theme_name | created_at | +-----------+------------+-------------+ | 101 | p...
Analyze Trends to Optimize Pirate-Theme Product Strategy
Product Analytics Recommendation Based on “Pirate Metrics” (AARRR) Scenario You have reviewed usage and revenue trends for a product (no tables/plots ...
Design a robot movement command system
Robot Movement (Pair Programming) You are given an empty starter repository (only a README). Implement a small, testable robot movement module that ca...
Deep dive a technical project and its impact
Describe one technical project you led or significantly contributed to (DS/analytics/ML/engineering). The interviewer wants both a high-level story an...
Measure App Store success and debug funnel anomaly
Part A — Product case: measuring success for a new App Store Shopify is launching a Shopify App Store where merchants can browse/install apps built by...
How would you measure App Store launch success?
Prompt You are a Data Scientist at an e-commerce platform (e.g., Shopify) launching a new App Store (a two-sided marketplace connecting merchants who ...
Justify and harden your analytics and BI stack
List your current analytics tech suite end-to-end (ingestion, storage/warehouse, transformation, orchestration, catalog/lineage, experimentation platf...
Design robust experiment for ambiguous core change
You must evaluate a core product change that likely has network effects (e.g., a matchmaking tweak in a large online game with 8M DAU). Define the pri...
Describe toughest project and align stakeholders remotely
Describe the single most challenging data science project you led end-to-end in the last 24 months. In 90 seconds, state: the business goal, exact sco...
Optimize attempts in a timed logic test
Timed OA: Maximize Expected Score Under a Time Limit Context: You have 25 minutes (1,500 seconds) to attempt up to 30 multiple-choice items. You may c...
Explain life-story choices and pre-read insights
HR Screen Pre‑read and Life Story Exercise (Data Scientist) Context You receive a 6‑page HR pre‑read 24 hours before a 60‑minute "Life Story" intervie...
Infer and justify non-trivial sequence patterns
Pattern Recognition: Next Terms and Missing Value Identify the rule governing each sequence or row and compute the missing value(s). Justify each answ...
Perform no-calculator math accurately and fast
Technical Screen: Mental Math and Estimation Solve quickly without a calculator. For each, show the brief mental shortcut you use. Problems - (a) 37 ×...
Assess and push back on ideology-heavy interviews
Scenario You are interviewing for a Data Scientist role. Twenty‑four hours before your HR call, the recruiter emails five links (CEO philosophy + inte...
Explain life story, project leadership, and negotiation
Behavioral & Leadership — HR Screen (Data Scientist) In a single, structured answer, address all items below with specific dates, names, and quantifie...
Implement cache and gift assignment system
You are given two independent programming problems. --- Problem 1: Implement a bounded key–value cache Design a data structure that stores key–value p...
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...