Senior Machine Learning Engineer - Perception
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Role details
Tech stack
Job description
- Train ML models, perform various studies into incorporating SOTA approaches as well as ablations/modifications of existing models
- Document experimental outcomes and drive towards deploying these models into Zoox robots
- Visualize your data at the input and output to understand the issues
- Collaborate with teams such as ML optimization, data labeling, metrics and planner to ensure project is successful for Zoox releases
Requirements
This role offers a unique opportunity to directly impact Zoox’s expansion into new areas. By developing more generalizable and adaptable models, you will help us navigate diverse and challenging circumstances, accelerating our mission to deliver safe and reliable autonomous mobility. We are looking for a highly motivated individual passionate about pushing the boundaries of perception in the autonomous vehicle space., * MS/PhD in Computer Science or related field
- Experience with PyTorch or related ML frameworks
- Experience deploying learned models into production
- Excellent collaboration and teamwork skills with proven track record of working on large-scale problems
Bonus Qualifications
- Prior experience in the AV or related space with joint detection and tracking models
- Deep understanding of how to setup end-to-end training and evaluation processes
Benefits & conditions
$242,000 - $290,000 a year
Base Salary Range
There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. A sign-on bonus may be offered as part of the compensation package. The listed range applies only to the base salary. Compensation will vary based on geographic location and level. Leveling, as well as positioning within a level, is determined by a range of factors, including, but not limited to, a candidate’s relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.
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, long-term care insurance, long-term and short-term disability insurance, and life insurance.
About Zoox
Zoox is developing the first ground-up, 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 mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
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