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Updated weekly · Last refresh Aug 30

Anduril Industries Research Scientist Interview Questions

The questions to prepare for a Anduril Industries Research Scientist interview. Questions from real interview reports rank first. Updated weekly.

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1
Machine LearningStart here. 15 questions · ~124 min
Harden Vision Models Against Adversarial AttacksMedium

Train a CNN for traffic-sign classification, measure adversarial robustness with FGSM, and improve deployed-model resilience with adversarial training.

Neural NetworksRegularizationDeep LearningAnduril Industries
Reinforcement Learning for Autonomy ControlMedium

Tests understanding of RL and ability to map it to real autonomy control tasks.

Neural NetworksDeep LearningGradient DescentAnduril Industries
Simulation-to-Reality TransferHard

Tests methods to reduce sim-to-field gaps for mission-critical autonomy.

Bias-Variance TradeoffRegularizationDeep LearningAnduril Industries
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2
Model Evaluation3 questions · ~25 min
Mission Metrics Beyond mAPMedium

Tests metric selection aligned to operational risk, not just benchmark scores.

PrecisionAccuracyRecallAnduril Industries
Model Failure Modes in the Real WorldMedium

Tests ability to anticipate and diagnose real-world model degradation and edge failures.

Confusion MatrixCalibrationThreshold TuningAnduril Industries
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3
Coding4 questions · ~33 min
CUDA and Hardware-Level OptimizationsHard

Tests practical performance engineering and when to drop to low-level acceleration.

MathArraysMatrixAnduril Industries
Production-Ready Edge CodeMedium

Tests software engineering quality for deployable components on constrained edge systems.

Hash TablesMathArraysAnduril Industries
Multi-Object Tracking Under Memory LimitsHard

Tests algorithmic design and optimization for memory-constrained tracking systems.

Hash TablesDynamic ProgrammingArraysAnduril Industries
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4
More topics1 question · ~8 min
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