Upstart Analytics & Experimentation Interview Questions
Master your tech interview with our curated database of real questions from top companies.
Explain Treatment Results and Recommend Launch Criteria for Experiments
A/B Test Interpretation, Launch Decision, Segmentation, and Multiple-Testing Control Context You ran an experiment with two treatments (t1, t2) agains...
Design Experiment to Measure Airport Surge-Pricing Impact
Experiment Design: Causal Impact of Airport Surge-Pricing Push Notifications on Driver Supply Context You operate a two-sided ride-hailing marketplace...
Evaluate channels and allocate budget
Marketing Analytics Case: Funnel, Attribution, Budget Optimization, and Incrementality You are given a daily-by-channel dataset with the following col...
Decide to ship a signup experiment
A/B Test Plan: Redesigned User Signup Flow Context and Data You are analyzing an A/B experiment for a redesigned user signup flow. The dataset include...
Analyze aggregator lender page flows
Loan Comparison Page: Instrumentation, Metrics, Insights, Experiment, and Cannibalization Context You own a loan comparison page (similar to NerdWalle...
Formulate hypotheses and metrics for video-pin ramp
Experiment Design: Increasing Video Pins in Pinterest Home Feed Context Pinterest wants to increase the proportion of video pins in the Home Feed to b...