Determine Success Metrics for Biker Dasher Program Launch
Company: DoorDash
Role: Data Scientist
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Technical Screen
##### Scenario
A delivery company is considering a 'Biker Dasher' program to let couriers use bicycles in dense urban areas.
##### Question
What is the primary business objective of launching the Biker Dasher program? 2. Outline how you would operationalize this program and make it functional at scale. 3. What specific data would you collect to analyze parking or curb-space situations for biker dashers? 4. How would you measure the program’s success? Specify key metrics and evaluation methods. 5. How would you determine the geographic or phased rollout strategy for this program?
##### Hints
Define objectives, metrics, data sources, experiment design, and phased rollout; consider supply, demand, and city constraints.
Quick Answer: This question evaluates a candidate's ability to define business objectives, design measurement frameworks, and operationalize a marketplace program with competencies in analytics, experiment design, product-operations integration, and data instrumentation within the Analytics & Experimentation domain.