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HIPAA-Compliant PHI De-identification Pipeline for Development
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
Our data engineering team works with protected health information in production and we need a way to provide engineers with realistic data in development and testing environments without exposing real patient records. Design a pipeline that ingests from production, de-identifies PHI, and delivers a statistically representative synthetic dataset to the dev environment.
How This Interview Works
- Read the vague prompt (just like a real interview)
- Ask clarifying questions to the AI interviewer
- Write your pipeline design solution with real code execution
- Get instant feedback and a hire/no-hire decision