Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

Driver Incentive Test Design

MediumA/B Testing & Experimentation00:00
Practice interviewer
In session
5 left
00:00

Your question is Driver Incentive Test Design. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

You need to log in / sign up to chat or submit.

Problem

Scenario

You work on a ride-sharing marketplace and your team is considering a new driver incentive structure. The goal is to understand whether the change improves marketplace outcomes without creating unintended side effects for riders or driver supply.

Question

How would you set up an A/B test to evaluate whether the new incentive structure works? Walk through how you would define success, choose the randomization unit, and decide whether the result is good enough to ship.