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Updated weekly · Last refresh Aug 30

AMD Forward-Deployed Engineer Interview Questions

The questions to prepare for a AMD Forward-Deployed Engineer interview. Questions from real interview reports rank first. Updated weekly.

19questions
~3htotal time
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1
CodingStart here. 4 questions · ~32 min
Memory Coalescing and MatmulHard

Tests kernel design skills focused on memory access patterns and bandwidth utilization.

AMD
Shared Memory Tiling for ConvsMedium

Tests ability to apply GPU memory hierarchy techniques to improve convolution performance.

AMD
Ring-AllReduce ScalingHard

Tests understanding of collective communication algorithms and scaling behavior.

distributed trainingscalabilityAMD
GPU Execution and Divergence ControlMedium

Tests core GPU execution model knowledge and strategies to reduce divergence for performance.

AMD

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2
Behavioral & Leadership15 questions · ~120 min
KV-Cache and PagedAttentionHard

Tests LLM inference performance concepts and memory management techniques for efficient generation.

AMD
Diagnosing GPU UnderutilizationMedium

Tests troubleshooting skills to identify bottlenecks and restore high GPU utilization.

gpu utilizationTroubleshootingtechnical knowledgeAMD
Graph Compilation vs Eager ModeMedium

Tests understanding of compiler optimizations and how they affect runtime performance.

technical knowledgeAMD
Optimizing PyTorch Input PipelineMedium

Tests end-to-end performance optimization skills across the CPU-GPU pipeline.

data loadingAMD
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