The Collision Avoidance System (CAS) is responsible for detecting and reacting to imminent collision situations in support of our vehicles overall safety goals. CAS Perception is responsible for processing raw sensor data from our vehicles worldclass sensor suite using a combination of geometric interpretable algorithms and deep learning to detect nearcollisions with obstacles along our intended driving path. Together with the team you will be able to analyze and design the system pipeline the machine learning engineers utilize to understand the impact of their models.
In this role you will:
Write algorithms to process raw sensor data track dynamic agents and predict the future state for agents
Apply distributed compute algorithms to efficiently analyze petabytes of urban driving data
Develop metrics and tools for analyzing errors and understanding improvements in our systems
Engineer software that runs onvehicle to efficiently execute our algorithms in real time
Engineer software that is faulttolerant and conforms to automotive safety standards
Collaborate with engineers on the other parts of CAS Perception CAS Verification & Validation CAS Planner and the Main AI teams to solve the overall Autonomous Driving problem in complex urban environments
Qualifications
BS MS or PhD degree in computer science or related field
Fluency in C
Extensive experience with programming and algorithm design
4 years of experience in a related field
Strong mathematics skills
Bonus Qualifications
Experience with production Machine Learning pipelines: dataset creation training frameworks metrics pipelines
Experience with latency of analysis and optimization of safety critical software systems
Prior experience with Prediction and/or autonomous vehicles in general
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$154000 $246000. A signon bonus may be part of a compensation package. Compensation will vary based on geographic location jobrelated knowledge skills and experience.
Zoox also 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 longterm care insurance longterm and shortterm disability insurance and life insurance.
About Zoox
Zoox is developing the first groundup fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics machine learning and design Zoox aims to provide the next generation of mobilityasaservice in urban environments. Were looking for top talent that shares our passion and wants to be part of a fastmoving and highly executionoriented team.
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