about 16 hours ago
Foster City, CA, USASenior / Staff+
H1B Sponsor
Base Salary
$189k - $270k/yr
Responsibilities
- Develop new deep learning models using imitation and reinforcement learning for driving plans.
- Estimate the quality of driving plans focusing on safety, progress, comfort, and realism.
- Contribute to large-scale machine learning infrastructure to explore new solutions.
- Develop metrics and tools for error analysis and system improvements.
- Collaborate with engineers across various teams to tackle the Autonomous Driving problem.
Requirements
- PhD in computer science or related field, or a master's degree with 5+ years of relevant experience.
- Experience in Planning and/or Prediction using Reinforcement Learning techniques.
- Proficiency in training and deploying transformer-based model architectures.
- Experience with production Machine Learning pipelines including dataset creation and training frameworks.
- Fluency in Python and basic understanding of C++.
Benefits
- Comprehensive benefits package including paid time off and health insurance.
- Zoox Stock Appreciation Rights and Amazon RSUs.
- Long-term care insurance and disability insurance.
- Life insurance and unpaid time off options.