Data Engineer Analytics & Experimentation Interview Questions
Master your tech interview with our curated database of real questions from top companies.
Define and analyze product metrics
Product Analytics Case: Short‑Form Video Feed Context: You are evaluating a short‑form video feed feature inside a large social app where users swipe ...
Define success metrics for a social feed
Define Success Metrics for a Social Feed Feature You are evaluating a change to the main social feed in a large-scale consumer app. Assume events are ...
Analyze private-account product metrics
Private Accounts Feature: Product Understanding, Data Model, Metrics, and Root-Cause Analysis Context You are working on a social-network feature that...
Visualize Netflix metric trends
Visualizing a Streaming Metric for Netflix Prompt Choose one streaming metric (for example, Daily Active Viewers or Average Watch Duration) and descri...
Design visualizations for streaming metrics
Design a Monitoring and Diagnosis Visualization for a Video-Streaming Metric Context You are building an observability dashboard for a global consumer...
Analyze private-account product metrics
Private Account Feature: Analytics & Experimentation Design Context: You are designing a social network feature that lets users set their account to p...
Define and validate product metrics
End-to-End Analytics Design for a New Product Feature Context: You are the data engineer partnering with product, engineering, and data science to lau...