Test and Run a Reproducible Data Science Pipeline
Company: Capital One
Role: Data Scientist
Category: Software Engineering Fundamentals
Difficulty: medium
Interview Round: Technical Screen
Overview: Design unit and integration tests for a Python data science pipeline that loads data, builds features, trains a model, and writes predictions. Add a reproducible command-line interface with schema checks, explicit configuration, versioned artifacts, structured logs, and safe failure behavior.
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