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Situational questions test reasoning under hypothetical pressure. Interviewers want to see the constraints you name, the trade-offs you choose, and the assumptions you flag.

Situational · Ethical Dilemma

You're head of data science at a lending platform. Your model has a 3% approval rate gap between demographic groups. It's statistically explainable by legitimate credit factors, passes legal review, but the optics are terrible. A journalist is asking questions. Your CEO wants to know if you can 'adjust' the model. Your data ethics board meets in three days.

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