AMD AI Engineer Interview Questions
The questions to prepare for a AMD AI Engineer interview. Questions from real interview reports rank first. Updated weekly.
Detect directed cycles in an AMD ROCm execution graph, remove one back edge per cycle, and return a valid topological execution order.
AMDTranspose a strided matrix with cache-aware tiling while tracking source cache-line transitions.
AMDExplain how TensorRT-LLM improves LLM inference with KV cache reuse, continuous batching, and related throughput and latency tradeoffs.
AMDCompare semantic, keyword, and hybrid retrieval for RAG, including when each works best and how to evaluate them.
AMDDesign a low latency RAG system over millions of documents, with scalable retrieval, ranking, generation, and production monitoring.
AMDAssesses your approach to designing scalable embedding pipelines and low-latency vector search.
AMDTests your approach to evaluating and hardening ML models against adversarial threats.
AMDHow to evaluate a production model using calibration, thresholds, and confusion matrix tradeoffs.
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