Success Metrics, KPIs & Problem Statement Framing Questions
Establishing how you'll measure success for your design work (task completion rate, time to complete, user satisfaction, adoption rate, engagement metrics, retention). Framing the design problem clearly as a user-centered challenge connected to business goals. Creating a concise problem statement that guides design thinking.
HardSystem Design
0 practiced
Design an analytics and instrumentation architecture for a health product subject to HIPAA and GDPR constraints. Cover event collection, PII handling, anonymization or hashing strategies, differential privacy trade-offs, data retention policies, and how product metrics can be computed without exposing sensitive data. Include a brief plan for auditing and compliance validation.
MediumTechnical
0 practiced
Your enterprise feature requires admins to invite and configure accounts. Propose three KPIs to measure organizational adoption and effective usage, explain how to compute them from user-level events, and suggest an activation definition for organization onboarding, considering multi-user hierarchies.
MediumTechnical
0 practiced
You have two competing feature bets. Using the RICE framework, walk through a worked example with hypothetical numbers for Reach, Impact, Confidence, and Effort for both features, show the RICE score calculations, and explain how different metric choices (e.g., which Impact metric you choose) can change prioritization.
HardTechnical
0 practiced
You observe aggregate conversion improves after a redesign, but disaggregated by device shows desktop improves while mobile drops significantly. Explain how Simpson's paradox might apply here, how to detect it, and propose an analysis and product strategy to resolve the conflicting signals while minimizing customer harm.
MediumTechnical
0 practiced
You have the following simplified funnel data in a 30-day window: Visited Product Page: 10,000; Started Trial: 1,200; Completed Onboarding: 600; First Paid Conversion: 60. Identify the biggest opportunity to improve conversion, calculate conversion rates between stages, and propose two experiments targeted at the highest-leverage funnel gap.
Unlock Full Question Bank
Get access to hundreds of Success Metrics, KPIs & Problem Statement Framing interview questions and detailed answers.
Sign in to ContinueJoin thousands of developers preparing for their dream job.