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Fresh and Forever

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

We run an event platform that ingests roughly 5 billion user-interaction events a day, and two groups depend on it: an operations team that watches live dashboards where a delay past a few seconds is useless, and analysts who run ad-hoc queries across years of history. Design a pipeline that serves both audiences, keeps the live view within seconds, and keeps per-event counts correct when events arrive late or duplicated.

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

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