Uber Marketplace: Pricing Levers to Cut Driver Declines of Ride Requests
Company: Uber
Role: Product Manager
Category: Product Design & Strategy
Difficulty: medium
Interview Round: Other
You are a product manager at Uber working on the rides marketplace. When a rider requests a trip, the request is offered to a nearby driver, who can accept it or turn it down; each decline means the request has to be offered to someone else. The interviewer asks what pricing enhancements could reduce driver rejections. Propose the changes, explain how you would choose among them, and describe how you would know they worked.
```hint Price the trip the driver is looking at
A decline is the driver judging that this particular trip is worth less than its cost, or less than waiting for the next offer. Work out which trip attributes make that true before deciding where a price change would help.
```
### Clarifying Questions
- Does "rejection" mean only declining an offered request or letting it expire, or does it also include canceling after accepting?
- What outcome should fewer rejections serve: shorter rider waits, more requests completed, or a better driver experience? Must the changes be cost-neutral?
- Do pricing enhancements cover only what drivers are paid and how that pay is shown, or also rider fares and incentive programs?
- Are rejections concentrated in particular trip types, places or times, such as airport pickups, short trips, long pickups or late nights?
### What a Strong Answer Covers
- Why rejections matter to riders, drivers and the marketplace, and the metric the changes should move.
- A breakdown of why drivers decline, separating causes pricing can address from those it cannot.
- Specific pricing changes matched to those causes, a reasoned priority order, and who pays for them.
- A way to test driver-pay changes in a shared marketplace, with guardrails on rider prices, driver earnings and margin.
- Second-order effects of the changes on driver behavior and cost, and how they would be contained.
### Follow-up Questions
- If a hard-to-fill trip pays more each time it is declined, drivers may learn to wait. How would you design around that?
- Treated and untreated drivers compete for the same riders. How would you test a driver-pay change without biased results?
- Would you penalize drivers who reject often? Why or why not?
Overview: An Uber product management question on which pricing changes would make drivers turn down fewer ride requests. It tests driver economics in a two-sided marketplace, matching pricing levers to the reasons for declines, funding and prioritization, and how to test pay changes with guardrails.