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AMD Construction Group Machine Learning Engineer Interview Questions

The questions to prepare for a AMD Construction Group Machine Learning Engineer interview. Questions from real interview reports rank first. Updated weekly.

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1
CodingStart here. 8 questions · ~65 min
Unit Tests for ML KernelsMedium

Tests your ability to design effective correctness tests for custom kernel implementations.

MathArraysMatrixAMD Construction Group
Custom Kernel for Matrix MultiplyHard

Tests your ability to tailor kernel design to a concrete GEMM workload and constraints.

ArraysMatrixoptimizationAMD Construction Group
Writing Efficient ML KernelsHard

Tests your low-level performance skills for accelerating ML workloads.

MathArraysMatrixAMD Construction Group
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2
Machine Learning12 questions · ~98 min
Profiling GEMM PerformanceMedium

Tests your practical profiling methodology for identifying and addressing GEMM bottlenecks.

Neural NetworksDeep LearningGradient DescentAMD Construction Group
Role of GEMMs in Deep LearningMedium

Tests your understanding of GEMM fundamentals and your approach to measuring performance bottlenecks.

Neural NetworksDeep LearningGradient DescentAMD Construction Group
Attention Complexity: Standard vs LeanHard

Tests your ability to reason about algorithmic complexity tradeoffs in attention mechanisms.

Neural NetworksDeep LearningGradient DescentAMD Construction Group
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3
More topics2 questions · ~16 min
Validate a Machine Learning ModelEasy

How to validate a machine learning model and interpret whether its metrics are trustworthy.

PrecisionAccuracyRecallAMD Construction Group
Testing a TV PurchaseMedium

Evaluates structured thinking and requirements-to-tests reasoning in an ambiguous scenario.

analytical thinkingProblem SolvingAMD Construction Group

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