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Healthcare Claims CDC Pipeline with PySpark

A medium Pipeline Design interview practice problem on DataDriven. Write and execute real pipeline design code with instant grading.

Domain
Pipeline Design
Difficulty
medium
Seniority
senior

Problem

Our healthcare analytics platform needs near-real-time access to claims and member data that lives in several operational databases. We have been using nightly full exports, but this is too slow for utilization management teams and creating performance problems on the source systems. Design a CDC-based replication pipeline using PySpark that keeps the warehouse current without impacting production.

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