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Data · Python

Python for data science hiring test

Separate practitioners who can ship notebooks into production from tool tourists.

What this assessment tests

  • Data cleaning
  • Leakage awareness
  • Metric selection
  • Communication

Sample question

Your train score is excellent but validation F1 drops after a new feature. What leakage checks do you run?

AI-resistant by design

Diagnostics questions target sequencing of checks, not library syntax recall.