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Senior/Staff Machine Learning Engineer, Agent Simulation
- Seattle, Washington, United States
- Seattle, Washington, United States
À propos
Compensation: $190,000 - $285,000 USD / year
About The Role The Agent Simulation group at Zoox is in search of machine learning engineers to play a crucial role in enhancing agent behaviors, assessing performance, and developing tools to prioritize simulation results. You will be instrumental in the development of reliable and validated simulations, and have the opportunity to work with a wealth of real‑world driving data and an exceptional infrastructure for testing and validating your algorithms. Our ML group is focused on creating diverse and innovative agent behaviors, and your contributions will be key in this endeavor.
In this role, you will:
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 safety and autonomy engineers
Build scalable, usable cloud pipelines for machine learning solutions for simulation
Qualifications
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
Bonus Qualifications
Experience with LLMs, reinforcement learning, imitation learning
Conference or journal publications in machine learning or robotics
Prior experience with agent behaviors, prediction, autonomous vehicles or robotics
Compensation There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary will range from $190,000 to $285,000. A sign‑on bonus may be part of a compensation package. Compensation will vary based on geographic location, job‑related knowledge, skills, and experience.
Benefits Zoox offers a comprehensive package of benefits including 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, and life insurance.
Accommodations If you need an accommodation to participate in the application or interview process, please reach out to accommodations@zoox.com or your assigned recruiter.
Final Note You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.
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Compétences linguistiques
- English
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