The tricky part isn't picking an improvement, it's that they're asking you to go all the way through design, implementation, and testing in one shot.
Choose a specific, high-impact user problem that aligns with Uber's core strengths (e.g., improving driver-rider matching, reducing wait times, or enhancing safety). Structure your answer by first defining the problem and user segment, then proposing a solution, and finally outlining a design, implementation, and testing plan with clear metrics. Emphasize how your idea drives business value (e.g., increased retention, revenue) and leverages Uber's data and scale.
Pro tip: Anchor your improvement in a real user pain point and quantify the opportunity (e.g., 'X% of riders abandon due to Y'), then propose a testable hypothesis with a clear success metric. Show you understand Uber's two-sided marketplace and how your idea affects both riders and drivers.
Select a specific user segment (e.g., frequent riders, drivers) and a pain point that is frequent, severe, and aligned with Uber's strategic goals. Use data or reasonable assumptions to size the opportunity.
Describe your improvement concisely, focusing on the user experience and how it solves the problem. Explain how it leverages Uber's existing assets (e.g., data, network) and benefits both sides of the marketplace.
Outline key design considerations (e.g., UI changes, backend logic) and a phased implementation approach. Mention cross-functional collaboration (engineering, design, data science) and potential challenges.
Define a clear hypothesis and success metrics (e.g., conversion rate, wait time, retention). Propose an A/B test design, including control/treatment groups, sample size, and duration. Discuss how you would measure impact on both riders and drivers.
Explain how you would analyze results, iterate based on learnings, and decide whether to scale, pivot, or kill the feature. Consider long-term implications and potential risks.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.