Design Biker metrics and A/B test plan

Read the full interview experience this question came from →

Quick Overview

Design an evaluation plan for a pilot bicycle-courier delivery mode in dense urban zones, with one primary efficiency metric, secondary metrics, and guardrails defined by exact formulas. Cover the A/B test design, power assumptions, and the ways the headline metric could be gamed.

Design Biker metrics and A/B test plan

Company: DoorDash

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: medium

Interview Round: Technical Screen

Overview: Design an evaluation plan for a pilot bicycle-courier delivery mode in dense urban zones, with one primary efficiency metric, secondary metrics, and guardrails defined by exact formulas. Cover the A/B test design, power assumptions, and the ways the headline metric could be gamed.

Read the full DoorDash Data Scientist interview experience this question came from

DoorDash logo
DoorDash
Oct 13, 2025
mediumData ScientistTechnical ScreenAnalytics & Experimentation
4
0
Loading...