Senior/Staff Machine Learning Engineer, Agent Simulation

Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market.
$200,000 - $300,000
Machine Learning
Staff Software Engineer
Hybrid
5+ years of experience

Description For Senior/Staff Machine Learning Engineer, Agent Simulation

Zoox, a pioneering company in the autonomous vehicle industry, is seeking a Senior/Staff Machine Learning Engineer to join their Agent Simulation group. This role offers an exciting opportunity to work at the forefront of autonomous vehicle technology, focusing on enhancing agent behaviors, assessing performance, and developing tools for simulation result prioritization.

As a key member of the team, you'll be instrumental in developing reliable and validated simulations, leveraging a wealth of real-world driving data and exceptional infrastructure for testing and validating algorithms. The ML group at Zoox is dedicated to creating diverse and innovative agent behaviors, and your contributions will be crucial in this endeavor.

Your responsibilities will include researching and implementing state-of-the-art machine learning approaches, finding innovative solutions for agent behaviors and simulation analysis, and proving that machine-learned algorithms outperform heuristics. You'll work with large-scale machine learning infrastructure, analyze the differences between simulated and real-world behaviors, and collaborate cross-functionally with safety and autonomy engineers.

The ideal candidate will have a strong background in Computer Science or a related field, with experience in training and deploying deep learning models. Proficiency in Python, familiarity with C++, and expertise in machine learning frameworks like PyTorch or TensorFlow are essential. Strong mathematical skills and experience with production machine learning pipelines are also crucial.

Zoox offers a competitive compensation package, including a salary range of $200,000 to $300,000, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The company also provides comprehensive benefits, including various types of paid time off, health insurance, and long-term care insurance.

Join Zoox and be part of a team that's shaping the future of mobility. You'll work at the intersection of robotics, machine learning, and design, contributing to the development of the first ground-up, fully autonomous vehicle fleet. If you're passionate about innovative technology and want to be part of a fast-moving, execution-oriented team, this role at Zoox could be your next career-defining opportunity.

Last updated 4 months ago

Responsibilities For Senior/Staff Machine Learning Engineer, Agent Simulation

  • Research, implement, and optimize state-of-the-art machine learning approaches to improve plausible agent behaviors
  • Find innovative solutions for agent behaviors and simulation analysis
  • Prove machine-learned algorithms have better performance than heuristics
  • Leverage our large-scale machine-learning infrastructure to discover new solutions
  • Analyze the difference between behaviors in simulation and real-world
  • Work cross-functionally with our safety and autonomy engineers
  • Build scalable, useable cloud pipelines for machine learning solutions for simulation

Requirements For Senior/Staff Machine Learning Engineer, Agent Simulation

Python
  • BS, MS, or PhD degree in Computer Science or a related field
  • Experience with training and deploying deep learning models
  • Experience with production machine learning pipelines: dataset creation, training frameworks, metrics pipelines
  • Fluency in Python and a basic understanding of C++
  • Fluency with Numpy and PyTorch, TensorFlow or JAX
  • Strong mathematics skills

Benefits For Senior/Staff Machine Learning Engineer, Agent Simulation

Equity
Medical Insurance
  • Paid time off (e.g. sick leave, vacation, bereavement)
  • Unpaid time off
  • Zoox Stock Appreciation Rights
  • Amazon RSUs
  • Health insurance
  • Long-term care insurance
  • Long-term and short-term disability insurance
  • Life insurance

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