Should we build dark mode?

Last updated: November 23, 2025

Quick Overview

Your team is considering building a social feed. How would you evaluate this decision?

Bloomberg
Product / Decision Making
Data Scientist
Bloomberg
November 23, 2025
Data Scientist
Phone Screen
Product / Decision Making
Medium

34

4

1,856 solved


Your team is considering building a social feed. How would you evaluate this decision?

Product questions at Bloomberg test your ability to think like a product leader. This Phone Screen question evaluates how you balance user needs, business goals, and technical constraints when making product decisions.

What the Interviewer Expects
  • Apply a structured framework for product thinking (user, problem, solution, metrics)
  • Segment users and identify differentiated needs
  • Prioritize features using a clear framework (RICE, ICE, impact vs effort)
  • Define comprehensive success metrics across the user funnel
  • Consider competitive dynamics and market positioning
Key Topics to Cover
Platform and network effects
User research and problem identification
Success metrics and KPIs
Product strategy and vision
User segmentation and personas
Prioritization frameworks (RICE, ICE)
How to Approach This
  1. Start with the user. Who are they, what problem do they have, and what is their current workaround?
  2. Use a prioritization framework: impact vs effort, RICE scoring, or ICE scoring.
  3. Define success metrics using the AARRR framework: Acquisition, Activation, Retention, Revenue, Referral.
  4. Consider second-order effects. A feature might boost short-term engagement but hurt long-term retention.
Possible Follow-up Questions
  • What would you do if usage data contradicts user feedback?
  • How would you decide to kill this feature if it's not working?
  • How would you validate this idea before committing engineering resources?
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