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Updated weekly · Last refresh Oct 17

Amazon Kuiper Commercial Services Applied Scientist Interview Questions

The questions to prepare for a Amazon Kuiper Commercial Services Applied Scientist interview. Questions from real interview reports rank first. Updated daily.

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~7htotal time
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1
CodingStart here. 7 questions · ~64 min
Chamfer Distance for Point CloudsHard
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Recently asked

Compute symmetric squared Chamfer distance between two 2D or 3D point clouds using exact nearest-neighbor search.

MathArraysMatrixAmazon Kuiper Commercial Services
Binary Search in Sorted ArrayEasy
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Recently asked

Implement binary search to find a target in a sorted array in O(log n) time.

RecursionMathArraysAmazon Kuiper Commercial Services
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2
Model Evaluation4 questions · ~37 min
Evaluate Regression with RMSE and MAEEasy
Recently asked

Explain how to evaluate a regression model with RMSE and MAE, and how to interpret the tradeoff between average and large errors.

RegressionMAERMSEAmazon Kuiper Commercial Services
Precision vs Recall TradeoffEasy
Recently asked

Explain the difference between precision and recall, and how each reflects a different type of classification error.

Evaluation TechniquesClassificationConfusion MatrixAmazon Kuiper Commercial Services
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3
System Design9 questions · ~82 min
Deploy a Cloud ML Inference SystemMedium
Recently asked

Design a cloud ML deployment system for a security product, covering training, serving, updates, and production monitoring.

InfrastructureFeature DriftModel ServingAmazon Kuiper Commercial Services
Design a Personalized Recommendation RankerHard
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Design a personalized recommendation system that turns user preferences into ranked suggestions with retrieval, ranking, and feedback loops.

RetrievalTwo-Tower ModelsRecommendation SystemsAmazon Kuiper Commercial Services
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4
Machine Learning12 questions · ~110 min
Feature Selection for Supervised ModelsMedium
Recently asked

Explain a practical feature selection process using validation, regularization, and model-based importance to improve generalization.

Cross-ValidationFeature EngineeringRegularizationAmazon Kuiper Commercial Services
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5
Behavioral & Leadership15 questions · ~137 min
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6
More topics1 question · ~9 min
Segment Anything Model Deep DiveMedium
Recently asked

Assesses your understanding of modern foundation models for segmentation and their core mechanisms.

Amazon Kuiper Commercial Services
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