Two Ways to Catch a Change

A medium Pipeline Design mock interview question on DataDriven, with an AI interviewer who asks follow-up questions and a hire or no-hire decision at the end.

Domain
Pipeline Design
Difficulty
medium
Seniority
L5

Interview Prompt

Should we capture changes from our several production databases by reading each database's write-ahead log, or with triggers? Design the change data capture pipeline that replicates them into the warehouse, and make a concrete recommendation on the capture method for each source.

Summary

Two ways to watch the database. Each has a cost.

How This Interview Works

  1. Read the vague prompt (just like a real interview)
  2. Ask clarifying questions to the AI interviewer
  3. Draw your pipeline on the design canvas: sources, transforms, storage and checks
  4. Answer the interviewer's follow-up questions, then get a hire or no-hire decision