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Updated weekly · Last refresh Oct 17

Amazon Lab126 Research Scientist Interview Questions

The questions to prepare for a Amazon Lab126 Research Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 12 questions · ~101 min
Cycle Detection in Directed GraphsMedium
Practice

Detect whether a Juspay Hyper payment workflow graph contains a directed cycle using DFS state tracking.

cycle detectionAmazon Lab126
Explain Solution Time ComplexityEasy

Explain how to analyze an algorithm’s time and space complexity and justify the result from the code structure.

Hash TablesSearchingSortingAmazon Lab126
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2
Machine Learning24 questions · ~202 min
Describe an ML Project and ChallengesEasy

Discuss a machine learning project you have worked on and the challenges you faced.

Hyperparameter TuningCross-ValidationFeature EngineeringAmazon Lab126
Supervised vs Unsupervised LearningEasy

Explain how you have used supervised and unsupervised learning, and how you evaluate each in practice.

Cross-ValidationUnsupervised LearningSupervised LearningAmazon Lab126
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3
Model Evaluation3 questions · ~25 min
Evaluate Models in ProductionHard

How to evaluate a production model using calibration, thresholds, and confusion matrix tradeoffs.

CalibrationAccuracyThreshold TuningAmazon Lab126
Common Model Evaluation MetricsEasy

Explain common machine learning evaluation metrics and when each is useful.

PrecisionAccuracyRecallAmazon Lab126
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4
Behavioral & Leadership9 questions · ~76 min
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5
More topics2 questions · ~17 min
ASR Punctuation System DesignHard

Evaluates your system design skills for an ASR feature with real-world text quality needs.

Amazon Lab126
Incorporating Features Under Time ConstraintsMedium

Assesses your planning, scope control, and execution trade-offs under tight timelines.

time managementAmazon Lab126
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