Top 41
Prep plan
Updated weekly · Last refresh Oct 17

Amazon GenAI Engineer Interview Questions

The questions to prepare for a Amazon GenAI Engineer interview. Questions from real interview reports rank first. Updated daily.

41questions
~6htotal time
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1
System DesignStart here. 12 questions · ~98 min
Today vs Yesterday: Different ApproachesHard

Explain how you would redesign a previously discussed ML system today, including architecture, tradeoffs, evaluation, and operational risks.

Feature Driftarchitecture patternsfailure modesAmazon
Trade-Off AnalysisHard

Explain how you identified, evaluated, and communicated trade-offs in a past AGI project.

challengesdesignarchitecture patternsAmazon
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2
Coding4 questions · ~33 min
Testing and Debugging Code SystematicallyEasy
Recently asked

Explain a structured approach to testing functions, isolating bugs, and debugging algorithmic code.

RecursionHash TablesArraysAmazon
Compare Common Sorting Algorithm ComplexitiesEasy
Recently asked

Explain time and space complexity tradeoffs across common sorting algorithms and when each is appropriate.

MathArraysSortingAmazon
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3
Generative AI & LLMs7 questions · ~57 min
Evaluate an LLM SystemMedium
Recently asked

Explain how to evaluate a generative model using offline and online methods, with attention to hallucination, product metrics, and experiment design.

HallucinationPrompt EngineeringLLM EvaluationAmazon
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4
Machine Learning3 questions · ~25 min
Handling Missing Values in MLEasy
Recently asked

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationAmazon
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5
Behavioral & Leadership12 questions · ~98 min
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6
More topics3 questions · ~25 min
Data Quality in ETL PipelinesEasy
Recently asked

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAmazon
Diagnosing Model Accuracy DropsMedium
Recently asked

Tests your debugging mindset for ML systems, including data drift and evaluation changes.

Confusion MatrixAccuracyThreshold TuningAmazon
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The finish line: interview-readyComplete all 41 questions to finish this plan.