Amigo Research Scientist Interview Questions

The questions to prepare for a Amigo Research Scientist interview. Questions from real interview reports rank first. Updated weekly.

19questions

~3htotal time

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Generative AI & LLMsStart here. 3 questions · ~24 min

Tests safeguards for generative agents to resist prompt injection and domain escape.

Limits of LLM-as-a-JudgeMedium

Tests evaluation rigor and mitigation strategies when using judges for clinical decision quality.

HallucinationllmLLM Evaluation

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System Design5 questions · ~40 min

Simulation Without Human-in-LoopHard

Tests simulation and evaluation strategies that reduce reliance on costly expert labeling.

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Defining a Safety BoundaryHard

Tests formalization of safety constraints and empirical validation of safe operating regions.

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Behavioral & Leadership7 questions · ~56 min

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More topics4 questions · ~32 min

Tests study design and statistical reasoning linking interaction quality to clinical endpoints.

Conversational Fidelity MetricsMedium

Tests metric selection for evaluating dialogue realism and clinical conversation quality.

Evaluation TechniquesModel Metrics

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Handling Missing EHR DataMedium

Tests methods for robust evaluation with messy EHR data and missingness.

data preprocessing

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Non-Inferiority Clinical Trial DesignHard

Tests ability to design pragmatic non-inferiority trials for AI care coordination in healthcare.

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