Principal Machine Learning Engineer - Perception
Zoox
over 1 year ago
Foster City, CA, USA
Staff+
H1B Sponsor
Base Salary
$296k - $451k/yr
Responsibilities
- Develop new algorithms to understand the scene around the robot and its evolution over time.
- Build multi-modal foundation models for on-vehicle and offline applications.
- Create algorithms applying generative AI to improve simulation realism for offline validation.
- Leverage large-scale machine learning infrastructure to discover new solutions.
- Provide technical mentorship to ML developers at Zoox.
- Collaborate with engineers on Prediction, Planning, and Simulation to address autonomous driving challenges.
Requirements
- BS, MS, or PhD degree in computer science or a related field.
- Experience with training and deploying Deep Learning models on sensor data.
- Familiarity with production Machine Learning pipelines, including dataset creation and training frameworks.
- Experience with modern computer vision techniques.
- Strong mathematical skills and understanding of probabilistic techniques.
- Fluency in C++ or Python with a basic understanding of C++.
- Extensive experience with programming and algorithm design.
Benefits
- Comprehensive benefits package including paid time off, health insurance, and long-term care insurance.
- Zoox Stock Appreciation Rights and Amazon Restricted Stock Units (RSUs).
- Long-term and short-term disability insurance and life insurance.
Categories
AI & MLData Science