Autonomous Vehicle Development Specialist
1 week ago
The Agent Simulation group at Zoox is seeking talented individuals to play a pivotal role in enhancing agent behaviors, assessing performance, and developing tools to prioritize simulation results.
About the Role
- You will be instrumental in the development of reliable and validated simulations, utilizing real-world driving data and an exceptional infrastructure for testing and validating your algorithms.
- Our team is focused on creating diverse and innovative agent behaviors, and your contributions will be crucial in this endeavor.
Your Key Responsibilities
- Implement state-of-the-art machine learning approaches to improve plausible agent behaviors
- Develop innovative solutions for agent behaviors and simulation analysis
- Validate machine-learned algorithms against heuristics
- Leverage our large-scale machine-learning infrastructure to discover new solutions
- Analyze differences between simulated and real-world behaviors
- Collaborate with safety and autonomy engineers
- Design scalable, usable cloud pipelines for machine learning solutions
Requirements
- Bachelor's degree in Computer Science or a related field
- Experience with deep learning model training and deployment
- Production machine learning pipeline expertise: dataset creation, training frameworks, metrics pipelines
- Proficiency in Python and basic understanding of C++
- Fluency with Numpy, PyTorch, TensorFlow, or JAX
- Strong mathematical skills
Desirable Qualifications
- Experience with Large Language Models (LLMs), reinforcement learning, imitation learning
- Prior publications in machine learning or robotics conferences/journals
- Experience with agent behaviors, prediction, autonomous vehicles, or robotics
Compensation Package
The estimated annual salary range for this position is $134,000 to $222,000. This figure may vary based on geographic location, job-related knowledge, skills, and experience. The package also includes Amazon Restricted Stock Units (RSUs) and Zoox Stock Appreciation Rights.
Zoox offers a comprehensive benefits package including paid time off, unpaid time off, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.
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