The Perception team is responsible for fusing sensor data from multiple modalities and producing relevant representations for difficult and unstructured obstacles around the vehicle. Were looking for someone with deep machine learning experience that can help with all stages of the model development lifecycle including training evaluation and deployment.
In this role you will:
Design develop train and evaluate multi-sensor fusion based deep learning models to understand obstacles and environmental context
Understand and curate real and synthetic datasets to improve our models
Perform latency optimization and deploy models to our robot fleet
Build a deep understanding of Perception gaps and behavioral issues around difficult obstacle types in order to help plan and prioritize our work
Collaborate with Prediction/Planner team to deploy fully autonomous vehicles in environments with difficult and rare obstacles extreme weather conditions and complex driving scenarios
Qualifications:
5 years of industry experience or more
Proficiency in Python and some knowledge in C
Deep Learning expertise preferably with panoptic segmentation experience
Experience developing multi-sensor fusion algorithms for object detection panoptic segmentation or object tracking
Familiar with Transformer architecture
Bonus Qualifications:
Technical leadership experience with software or machine learning teams
TensorRT or CUDA experience
Experience of 3DGS for 3D reconstruction or novel view synthesis
$189000 - $258000 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 candidates 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. Were looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
Accommodations
A Final Note:
We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.
Required Experience:
IC
The Perception team is responsible for fusing sensor data from multiple modalities and producing relevant representations for difficult and unstructured obstacles around the vehicle. Were looking for someone with deep machine learning experience that can help with all stages of the model development...
The Perception team is responsible for fusing sensor data from multiple modalities and producing relevant representations for difficult and unstructured obstacles around the vehicle. Were looking for someone with deep machine learning experience that can help with all stages of the model development lifecycle including training evaluation and deployment.
In this role you will:
Design develop train and evaluate multi-sensor fusion based deep learning models to understand obstacles and environmental context
Understand and curate real and synthetic datasets to improve our models
Perform latency optimization and deploy models to our robot fleet
Build a deep understanding of Perception gaps and behavioral issues around difficult obstacle types in order to help plan and prioritize our work
Collaborate with Prediction/Planner team to deploy fully autonomous vehicles in environments with difficult and rare obstacles extreme weather conditions and complex driving scenarios
Qualifications:
5 years of industry experience or more
Proficiency in Python and some knowledge in C
Deep Learning expertise preferably with panoptic segmentation experience
Experience developing multi-sensor fusion algorithms for object detection panoptic segmentation or object tracking
Familiar with Transformer architecture
Bonus Qualifications:
Technical leadership experience with software or machine learning teams
TensorRT or CUDA experience
Experience of 3DGS for 3D reconstruction or novel view synthesis
$189000 - $258000 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 candidates 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. Were looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.
Accommodations
A Final Note:
We may use artificial intelligence (AI) tools to support parts of the hiring process such as reviewing applications analyzing resumes or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.
Required Experience:
IC
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Monthly Salary:
Not Disclosed
Posted on:
Yesterday
Vacancies:
1 Vacancy
