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Updated weekly · Last refresh Aug 30

American Express GenAI Engineer Interview Questions

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

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1
Generative AI & LLMsStart here. 5 questions · ~40 min
Approach LLM Fine-Tuning for TasksMedium

Explain a practical approach to fine-tuning an LLM for a specific task, including data, evaluation, and hallucination risks.

Prompt EngineeringLLM EvaluationFine-TuningAmerican Express
Discuss a GenAI ProjectMedium

Talk through a real generative AI project, focusing on architecture, evaluation, hallucination risk, and how you handled safety issues in practice.

Prompt EngineeringRAGLLM EvaluationAmerican Express
Evaluate an LLM SystemMedium

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

HallucinationPrompt EngineeringLLM EvaluationAmerican Express
Reduce Hallucinations in LLM AnswersEasy

Explain LLM hallucination and give three practical ways to reduce it using grounding, prompting, and evaluation.

HallucinationPrompt EngineeringRAGAmerican Express
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2
Behavioral & Leadership5 questions · ~40 min
Motivation for Building GenAIEasy

Tests whether your motivation for generative AI is grounded in real ownership, communication, and business impact rather than hype.

CommunicationLeadershipOwnershipAmerican Express
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3
More topics3 questions · ~24 min
Generative Models: Supervised vs UnsupervisedMedium

Explain how supervised and unsupervised learning differ for generative models, including training signals, use cases, and evaluation.

Unsupervised LearningDeep LearningSupervised LearningAmerican Express
Personalized Comms GenAI SystemHard

Tests system design skills for building a production GenAI pipeline for personalized customer communications at American Express.

RetrievalModel ServingRecommendation SystemsAmerican Express
Scalable Reliable GenAI in ProductionHard

Tests your ability to design for scalability, reliability, and operational excellence for GenAI services at American Express.

InfrastructureFeature StoreModel ServingAmerican Express

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