Top 25
Prep plan
Updated weekly · Last refresh Aug 30

Figure AI AI Engineer Interview Questions

The questions to prepare for a Figure AI AI Engineer interview. Questions from real interview reports rank first. Updated weekly.

25questions
~3htotal time
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1
PipelinesStart here. 6 questions · ~49 min
Scalable Training InfrastructureHard

Tests system design for scalable data and training pipelines across sim and real data.

InfrastructureETLOrchestrationFigure AI
Bottlenecks in Complex PipelinesEasy

Tests ability to identify performance and reliability bottlenecks and drive improvements.

InfrastructureETLQualityFigure AI
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2
Machine Learning11 questions · ~91 min
Handling Multimodal Sensory DataMedium

Tests modeling choices for fusing heterogeneous sensor modalities in robotics.

Neural NetworksFeature EngineeringDeep LearningFigure AI
MDPs and Reinforcement LearningEasy

Tests foundational understanding of MDPs and their role in RL formulations.

Deep LearningSupervised LearningGradient DescentFigure AI
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3
Model Evaluation5 questions · ~41 min
Robust Evaluation on Physical HardwareHard

Tests evaluation design for safety, reliability, and performance on real robotic systems.

CalibrationAccuracyThreshold TuningFigure AI
Interpreting Telemetry to Improve ModelsMedium

Tests ability to use real-world signals for debugging, learning improvements, and model iteration.

CalibrationAccuracyThreshold TuningFigure AI
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4
Coding3 questions · ~25 min
10ms Edge Inference OptimizationHard

Tests performance engineering for real-time robotics inference on constrained hardware.

ArraysGreedyMatrixFigure AI
Optimize PyTorch Training LoopHard

Tests training efficiency skills including memory optimization and distributed execution.

ArraysGreedyMatrixFigure AI
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The finish line: interview-readyComplete all 25 questions to finish this plan.