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Advanced Micro Devices Research Scientist Interview Questions

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

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1
CodingStart here. 13 questions · ~146 min
Check Binary Tree BalanceEasy
Practice

Use postorder recursion to determine whether a binary tree is height-balanced in O(n) time.

RecursionSearchingTreesAdvanced Micro Devices
Binary Tree Level Order TraversalEasy
Practice

Traverse a binary tree level by level using a queue-based breadth-first search.

QueueTreesAdvanced Micro Devices
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2
Machine Learning13 questions · ~146 min
Bias-Variance Tradeoff in PracticeMedium

Explain the bias-variance tradeoff and how it guides model choice, regularization, and generalization performance.

Cross-ValidationBias-Variance TradeoffRegularizationAdvanced Micro Devices
Preprocessing Data With Missing ValuesMedium

Explain how to preprocess missing data for a supervised learning task without introducing leakage or degrading model quality.

Cross-ValidationFeature EngineeringSupervised LearningAdvanced Micro Devices
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3
Statistics & Probability6 questions · ~67 min
Sample Size and Power PlanningMedium

Reason about sample size, power, and minimum detectable effect before launching an experiment.

Hypothesis TestingPower AnalysisSample SizeAdvanced Micro Devices
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4
Model Evaluation6 questions · ~67 min
Debug Training to Production GapHard

Approach for debugging a model that looks strong offline but fails after deployment.

Cross-ValidationCalibrationPrecisionAdvanced Micro Devices
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5
Generative AI & LLMs5 questions · ~56 min
Model Parallelism for ThroughputHard

Tests your knowledge of distributed training and serving strategies to improve throughput.

Advanced Micro Devices
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6
System Design4 questions · ~45 min
Graphics and ML on Modern HardwareMedium

Evaluates your computer architecture knowledge relevant to high-performance ML and graphics workloads.

technical knowledgeAdvanced Micro Devices
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7
More topics3 questions · ~34 min
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