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Advanced Micro Devices GenAI Engineer Interview Questions

The questions to prepare for a Advanced Micro Devices GenAI Engineer interview. Questions from real interview reports rank first. Updated weekly.

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1
Machine LearningStart here. 3 questions · ~24 min
Handling Missing Values in MLEasy

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

Cross-ValidationFeature EngineeringRegularizationAdvanced Micro Devices
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2
Pipelines3 questions · ~24 min
Preprocess Data for TrainingMedium

Build a repeatable preprocessing pipeline that cleans, validates, transforms, and versions training data.

ETLData ModelingQualityAdvanced Micro Devices
Centralized vs Distributed ML Trade-offsMedium

Tests your ability to reason about architecture choices for ML training and inference.

InfrastructureOrchestrationDependenciesAdvanced Micro Devices
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3
Generative AI & LLMs3 questions · ~24 min
Diffusion Transformers vs Vision TransformersMedium

Tests conceptual understanding of two transformer-based model families used for vision and generation.

Neural NetworksDeep LearningFine-TuningAdvanced Micro Devices
Transformers in Generative AIMedium

Tests depth of transformer knowledge and its use in generative AI systems.

transformersPrompt EngineeringFine-TuningAdvanced Micro Devices
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4
Behavioral & Leadership3 questions · ~24 min
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5
More topics3 questions · ~24 min
Approach to Underperforming ModelsMedium

Structured approach for diagnosing an underperforming model and deciding whether to fix data, thresholding, calibration, or the model.

PrecisionAccuracyRecallAdvanced Micro Devices
Real-Time Immersive Rendering SystemHard

Tests system design skills for low-latency generative AI pipelines and rendering workflows.

RetrievalModel ServingRecommendation SystemsAdvanced Micro Devices
Python Diffusion Process FunctionHard

Tests practical coding ability to implement diffusion-based image generation logic.

RecursionArraysMatrixAdvanced Micro Devices

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