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Updated weekly · Last refresh Oct 17

Cerebras Systems Machine Learning Engineer Interview Questions

The questions to prepare for a Cerebras Systems Machine Learning Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
Machine LearningStart here. 4 questions · ~43 min
Diagnosing Vanishing and Exploding GradientsMedium

Explain how to detect vanishing or exploding gradients and stabilize deep neural network training.

Neural NetworksDeep LearningoptimizationCerebras Systems
Gradient Accumulation and Mixed PrecisionMedium

Tests understanding of training techniques and their effects on memory, throughput, and utilization.

RegularizationDeep LearningGradient DescentCerebras Systems
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2
Coding5 questions · ~53 min
Reverse Linked ListEasy
Practice

Reverse a singly linked list iteratively and recursively in Python.

RecursionLinked ListsbasicsCerebras Systems
Sliding Window Moving AverageEasy
Practice

Calculate every fixed-size moving average for Arista EOS telemetry samples using an O(n) sliding window.

ArraysSliding WindowCerebras Systems
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3
Behavioral & Leadership6 questions · ~64 min
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4
More topics4 questions · ~43 min
Explain Self-Attention MathematicallyMedium

Explain the self-attention formula, its tensor shapes, and how it is used inside a transformer encoder.

Neural NetworksLanguage ModelsTokenizationCerebras Systems
Optimize Models for Custom SiliconHard

Tests ability to translate model and training choices into performance gains on specialized hardware.

InfrastructureFeature StoreModel ServingCerebras Systems
LLM Architecture OverviewMedium

Evaluates your understanding of core LLM components and how they fit together.

architectureCerebras Systems
Partition a 70B ModelHard

Tests distributed model partitioning strategy and communication minimization for large language models.

InfrastructureFeature StoreRetrievalCerebras Systems

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