Zoox Machine Learning Engineer Interview Questions
The questions to prepare for a Zoox Machine Learning Engineer interview. Questions from real interview reports rank first. Updated weekly.
Compute 3D IoU for two axis-aligned bounding boxes by finding overlap volume and dividing by union volume.
ZooxMultiply rectangular matrices using blocking and a transposed operand to improve cache locality in Zoox's onboard computation.
ZooxExplain the difference between precision and recall, and how each reflects a different type of classification error.
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Design a concurrent ML serving pipeline to run multiple perception models on a vehicle GPU with a max latency of 30ms.
ZooxExplain the significance of coefficients in a linear regression model and their impact on predictions in a business context.
ZooxDesign a custom loss function for a deep learning model that predicts pedestrian trajectories using time-series data.
ZooxDesign an ML pipeline that mines rare autonomous driving edge cases from fleet logs and prioritizes high value segments for labeling.
ZooxTests understanding of core robotics math and uncertainty modeling.
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