DataDriven
LearnPracticeInterviewDiscussDailyJobs

The Thirty-Second Rule

A medium Pipeline Design mock interview question on DataDriven. Practice with AI-powered feedback, real code execution, and a hire/no-hire decision.

Domain
Pipeline Design
Difficulty
medium
Seniority
mid

Interview Prompt

A music-streaming platform emits a play event every time someone starts, pauses, or skips a track, and three teams read that same feed: recommendations wants what a listener is playing reflected in their home feed within a minute, royalty accounting must count each qualifying play (30 seconds or more of listening) exactly once because payouts to rights-holders can't be clawed back, and product analytics reports daily engagement the next morning. Design the platform that ingests the play stream once and serves all three from it at their own freshness and correctness needs.

How This Interview Works

  1. Read the vague prompt (just like a real interview)
  2. Ask clarifying questions to the AI interviewer
  3. Write your pipeline design solution with real code execution
  4. Get instant feedback and a hire/no-hire decision

Related

  • All Mock Interviews
  • Practice Mode (untimed)
  • System Design Interview Questions
  • Data Engineering Interview Prep Guide
  • Practice Problems
  • Daily Challenge