Coach note
Interviewers ask this kind of question to surface how you think, not what you remember. The strongest answers are specific, calmly told, and end on what changed.
ML system design · Drift detection
Your job title classification model was trained on 2023 data. It's now 2025. What simple checks would you implement to detect if the distribution of job titles has changed significantly?
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