ZooxPosted 1w ago

Manager - Model Evaluation

Manager - Model Evaluation at Zoox scores 85 out of 100 on AI centrality, which makes it a Level 4 role on this board.

Foster City, CAseniorFull-time$237k-$338k

AI in this role

Lead a team evaluating, benchmarking, and validating machine learning models and behavioral algorithms for autonomous vehicles.

pythonc

ai-evaluationmachine-learningstatistical-analysismodel-validationautonomous-vehiclesbehavioral-modeling

As the Manager of Model Validation & Verification (VnV) for Behavior Autonomy, you will lead an engineering and data science team responsible for evaluating, benchmarking, and validating the machine learning models and behavioral algorithms that drive our autonomous vehicle (AV) prediction and planning stacks.

You will own the statistical frameworks, offline/online evaluation metrics, and validation pipelines that ensure our behavioral models operate safely, comfortably, and predictably. Operating at the intersection of Data Science, Machine Learning, and Safety Engineering, you will partner closely with Autonomy Software, Prediction, Planner, and ML Operations teams to establish data driven release criteria for our AV fleet.

Prepare for this job

A free preview built only from this posting: what it asks for, what you could be asked in an interview, and how to adjust your resume.

Skills and AI tools this role asks for

AI EvaluationMachine LearningStatistical AnalysisModel ValidationAutonomous VehiclesBehavioral ModelingPythonC

Questions you could be asked

How do you decide that one model's output is better than another's for a given task?
Tell me about a project where machine learning was part of your work. What did you do?
Tell me about a project where statistical analysis was part of your work. What did you do?
Tell me about a project where model validation was part of your work. What did you do?
Tell me about a project where autonomous vehicles was part of your work. What did you do?

Adapt your resume

List these exact terms on your resume: AI Evaluation, Machine Learning, Statistical Analysis, Model Validation, and Autonomous Vehicles. An applicant tracking system matches the wording, not the idea.
Attach one line of real, concrete experience to at least one of them — a tool named with nothing behind it rarely survives a human read.
Lead with what you built, trained or shipped — this role is judged on the AI system itself, not the tools around it.

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