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Updated weekly · Last refresh Oct 17

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 daily.

50questions
~10htotal time
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1
CodingStart here. 15 questions · ~173 min
Topological Ordering for DependenciesMedium
Practice

Return the lexicographically smallest valid AMD ROCm build order using Kahn's topological sort and a min-heap.

topological sortQueueGraphsAdvanced Micro Devices
Two Sum with TargetEasy
Practice

Use a hash map to find two array elements that sum to a target in O(n) time.

Hash TablesArraysStringsAdvanced Micro Devices
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2
Machine Learning12 questions · ~138 min
Regularization to Reduce OverfittingMedium

Explain how regularization reduces overfitting, and how to choose and tune it using validation data.

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
Model Evaluation6 questions · ~69 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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4
Statistics & Probability6 questions · ~69 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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5
Generative AI & LLMs4 questions · ~46 min
Compute-Saving Attention ImprovementsHard

Assesses your understanding of efficient attention variants and their compute trade-offs.

Advanced Micro Devices
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6
System Design3 questions · ~35 min
Trade-Offs in Data StorageMedium

Evaluates your ability to choose storage systems based on ML requirements and constraints.

Feature StoreFeature DriftModel ServingAdvanced Micro Devices
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7
More topics4 questions · ~46 min
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