Zoox
Manager - Model Evaluation
Foster City, CA · On-site · Manager
- Discipline
- Software
- Industry
- Automotive
Spec sheet
Automatically summarized from the employer’s posting. Check the original description below for full requirements.
Software
Manager of Model Validation & Verification leads the engineering and data science team for evaluation of ML models and behavioral algorithms in Zoox autonomous vehicles, Foster City, CA. Responsibilities include owning validation pipelines and metrics, and coordinating with Autonomy, Prediction, Planner, and ML Operations teams to set data-driven release criteria.
Required
- machine learning
- model validation
- offline/online evaluation
- VnV frameworks
- data science
- statistics
- team leadership
Preferred
- autonomy software
- ML Ops
- behavioral algorithms
- safety engineering
- planning stacks
Employer description
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.
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