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On-Prem and Event-Driven Pipeline Migration to Cloud

A hard 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
hard
Seniority
staff

Interview Prompt

We have a data platform that has grown organically over five years: some pipelines run on-premises as scheduled cron jobs, others are event-driven workflows triggered by upstream system callbacks. We need to migrate everything to a single cloud-native orchestration platform without disrupting the analytics team. Design the migration architecture and the logging and observability schema that supports it.

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