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Airbnb·Product Designer·Onsite - Product Sense / Strategy·Senior

SeniorPrefer not to say
Apr 2026

Summary

Got a product design question at Airbnb that had nothing to do with travel or hospitality, which threw me off more than I expected. Single question, but it had a lot of layers if you actually dug into it.

Questions Asked (1)

Q1

Design a dashboard for police officers to use when recording crimes.

Product Sense & IdeationSystem DesignAdaptability & Ambiguity
Author's notes

My first instinct was to jump straight into UI patterns and I had to stop myself.

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AI HintsAI Generated

Suggested Approach

Start by clarifying the ambiguous context—who the users are (patrol officers, detectives, admins), what 'recording crimes' entails (initial report, evidence upload, case management), and the constraints (mobile vs. desktop, urgency, legal requirements). Then structure your answer around user needs, key features, and a scalable system design, while showing adaptability by acknowledging trade-offs and iteration.

Pro tip: Frame the dashboard as a tool that reduces cognitive load during high-stress situations, and emphasize how you'd measure success (e.g., time to file a report, error rates) to show product thinking beyond just UI.

1. Clarify Goals and Users

Ask questions to define the primary users (e.g., field officers, detectives), their environment (mobile, desktop, urgency), and the core job-to-be-done (e.g., quickly and accurately record incident details).

2. Identify Key Use Cases and Pain Points

Map out common scenarios like filing a new report, updating an existing case, or searching records, and highlight pain points such as time pressure, data accuracy, and legal compliance.

3. Prioritize Features and Information Architecture

List must-have features (e.g., quick-entry forms, voice-to-text, photo upload, offline mode) and organize them into a logical dashboard layout that supports fast navigation and minimal errors.

4. Design for Scalability and Integration

Consider how the dashboard integrates with existing systems (e.g., CAD, RMS), handles data security, and scales across devices and jurisdictions.

5. Define Success Metrics and Iterate

Propose metrics like time-to-file, error rate, and user satisfaction, and outline a plan for user testing and iterative improvements.

Key Points to Mention

  • User-centered design: focus on the officer's workflow, stress level, and need for speed and accuracy.
  • Mobile-first and offline capabilities: officers often record crimes in the field with poor connectivity.
  • Data validation and error prevention: use structured fields, auto-suggestions, and mandatory checks to reduce mistakes.
  • Integration with existing law enforcement systems (e.g., CAD, RMS) to avoid duplicate entry.
  • Security and privacy: compliance with regulations like CJIS, role-based access, and audit trails.
  • Measurable outcomes: define KPIs such as report completion time, error rate, and adoption rate to evaluate success.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.