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Machine Learning Engineer - PerceptionZoox • United States
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Machine Learning Engineer - Perception

Zoox
  • US
    United States
  • US
    United States
Postuler Maintenant

À propos

Job Description
Job Description
The Perception team at Zoox is at the forefront of leveraging GenAI to create synthetic data, unlocking scalable training and evaluation for our autonomous system's perception and entire stack. As a Generative AI Engineer, you will develop and train cutting-edge models for sensor-level scenario generation, utilizing world models and radiance fields techniques with large-scale proprietary data. This role directly impacts the productivity, safety, and capabilities of Zoox's autonomous system by validating algorithms in real-world conditions. 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 scenario Qualifications
MS or PhD in Computer Science, Machine Learning, or related technical field with 5+ years of industry experience Proficiency in Python and some knowledge in C++ Deep Learning expertise Experience developing multi-sensor fusion algorithms for object detection, panoptic segmentation or object tracking Familiar with Transformer architecture Bonus Qualifications
Publications in top-tier conferences (CVPR, ICCV, RSS, ICRA) Experience with autonomous robotics systems Experience implementing 3D Gaussian Splatting 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. Follow us on LinkedIn 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. A 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.
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.
  • United States

Compétences linguistiques

  • English
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