Senior Machine Learning Engineer, Autonomy Validation

Zoox

4 months ago

Foster City, CA, USA

Senior

H1B Sponsor

Responsibilities

Lead technical initiatives applying modern machine learning to validation problems.
Pioneer methods to improve model interpretability and build trust in autonomous systems.
Refine features and embedding space to identify interesting driving scenarios.
Incorporate AV performance data into models for accurate risk predictions.
Optimize models and sampling methodologies using data science expertise.
Collaborate with cross-functional teams to integrate validation improvements.

PhD in a relevant field or 5+ years of industry experience in machine learning and data science.
Expertise in machine learning concepts, model training, and optimization.
Strong programming skills in Python and experience with ML libraries like PyTorch or TensorFlow.
Experience in robotics or autonomous vehicles, with knowledge of perception, prediction, and planning challenges.
Proven ability to drive progress independently and lead technical projects.
Excellent communication skills for effective collaboration with teams.

PythonPyTorchSQLTensorFlow