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Updated weekly · Last refresh Aug 30

Amazon Services GenAI Engineer Interview Questions

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

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1
System DesignStart here. 3 questions · ~27 min
Design a Personalized Recommendation RankerHard

Design a personalized recommendation system that turns user preferences into ranked suggestions with retrieval, ranking, and feedback loops.

RetrievalTwo-Tower ModelsRecommendation SystemsAmazon Services
GenAI for Customer EngagementHard

Tests system design skills for delivering measurable customer outcomes with GenAI.

RetrievalModel ServingRecommendation SystemsAmazon Services
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2
Generative AI & LLMs3 questions · ~27 min
Ethics in Generative AI DeploymentMedium

Discuss the main ethical risks in deploying generative AI, including hallucination, misuse, privacy, and governance.

HallucinationPrompt InjectionLLM EvaluationAmazon Services
Ensuring Data Privacy in GenAIMedium

Tests knowledge of privacy-preserving techniques and safe data handling for GenAI at scale.

Structured ExtractionPrompt InjectionRAGAmazon Services
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3
Behavioral & Leadership6 questions · ~53 min
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4
More topics7 questions · ~62 min
Basic Linear Regression FunctionEasy
Practice

Implement ordinary least squares to fit a line and predict values for new inputs.

RegressionMathArraysAmazon Services
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffAmazon Services
Evaluate Models in ProductionHard

How to evaluate a production model using calibration, thresholds, and confusion matrix tradeoffs.

CalibrationAccuracyThreshold TuningAmazon Services
Building GenAI ML PipelinesMedium

Tests understanding of end-to-end pipeline design for training and serving generative AI systems.

ETLBatch ProcessingOrchestrationAmazon Services
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