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Updated weekly · Last refresh Oct 17

Amazon Robotics Engineer Interview Questions

The questions to prepare for a Amazon Robotics Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 5 questions · ~61 min
Graph Traversal for PathfindingEasy
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Return the breadth-first traversal of a cyclic pathfinding graph using a queue and visited set.

Amazon
Matrix Operation Coding ChallengeHard
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Process rectangle additions and sum queries on a matrix using a two-dimensional Fenwick tree.

leetcodeArraysArray ManipulationAmazon
Choosing the Right Data StructureHard
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Implement an LRU cache using a hash map and doubly linked list for constant-time access and eviction.

coding challengeData StructuresAlgorithmsAmazon
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2
Machine Learning5 questions · ~61 min
Neural Network Trade-offsHard
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Compare one-stage, two-stage, and transformer detectors for real-time object detection under accuracy, latency, memory, and robustness constraints.

Neural Networksmodel selectionmodel architectureAmazon
Sensor Noise FilteringHard
Recently asked

Implement and evaluate an online sensor-noise filter while balancing smoothness, latency, and responsiveness.

data preprocessingmodel selectionsensor dataAmazon
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3
Behavioral & Leadership4 questions · ~48 min
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4
More topics3 questions · ~36 min
Design a TCP-Based Multi-Component SystemHard
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Design the classes, TCP message protocol, and end-to-end ML system for an underspecified multi-component service.

class structuresystem architecturedistributed systemsAmazon
Validate in Simulation vs RealityHard
Recently asked

Explain how to validate a robotics model in simulation and determine whether its performance transfers reliably to real-world deployment.

performance evaluationmodel performancesimulationAmazon
Edge Cases in Real-Time ControlMedium
Recently asked

Tests your ability to build robust real-time logic under timing and safety constraints.

real-time systemsedge casesAmazon

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