Autonomous Vehicle Architect

3 weeks ago


Foster City, California, United States Zoox Full time

About the Role

Zoox is a cutting-edge technology company developing fully autonomous vehicle fleets and supporting ecosystems. We're seeking top talent to join our team as Machine Learning Engineers for Urban Environments. In this role, you will have access to high-quality sensor data and an incredible infrastructure for testing, validating, and deploying your algorithms.

We leverage both high-quality sensor data and high-level semantic information to produce data-driven models of the future. Our Prediction team's role is to provide a probabilistic representation of the future state of the world; in particular, understanding what other vehicles, pedestrians, and cyclists will do next.

Key Responsibilities
  • Develop and apply distributed compute algorithms to efficiently analyze petabytes of urban driving data
  • Develop the core metrics that measure performance for our ML models
  • Work closely with ML engineers to develop backend metrics and frontend tools for analyzing errors and understanding improvements in our systems
  • Collaborate with engineers on Perception, Planning, and Simulation to solve the overall Autonomous Driving problem in complex urban environments
Requirements
  • BS, MS, or PhD degree in computer science or related field
  • Experience with training and deploying Deep Learning models
  • Experience with production Machine Learning pipelines: dataset creation, training frameworks, metrics pipelines
  • Fluency in C++ or Fluency in Python with a basic understanding of C++
  • Extensive experience with programming and algorithm design-Strong mathematics skills
Benefits

We offer 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. Compensation will vary based on geographic location, job-related knowledge, skills, and experience. The salary range for this position is estimated to be $144,000 to $234,000 per year.



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