Mid Level Machine Learning Engineer, 3D Simulation
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Job Summary:
Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. They are seeking machine learning engineers to bring the latest research in 3D vision to improve diversity and blur the line between simulation and reality, working on generating rich and diverse 3D environments and conditions.
Responsibilities:
• Research, implement, and optimize state of the art machine learning approaches to improve simulation variation and fidelity
• Collaborate with ML Researchers, Technical Artists and Simulation engineers to bring new ML techniques to our production simulator
• Build scalable, useable cloud pipelines for machine learning solutions in 3D simulation
• Improve rendering and tooling for generating realistic data at scale
Qualifications:
Required:
• 3+ years of experience with programming and algorithm design
• Fluency in Python and C++
• Experience building and extending radiance field ML models
• Publications or production experience in human-centric 3D vision, 3D reconstruction, or style transfer
• Strong mathematical skills and understanding of probabilistic techniques
Preferred:
• Bachelor's, Master's or PhD in computer science, mathematics, physics, or related field
• Publications in your field (CVPR, ICCV, RSS, ICRA preferred)
• Experience with generative models for 3D or video content
• Experience in distributed systems and cloud computing platforms
• Experience in generative camera, lidar, radar, or LWIR
Company:
Zoox is an AI robotics company that provides mobility-as-a-service and self-driving car services. It is a sub-organization of Amazon. Founded in 2014, headquartered in Foster City, California, USA, team size 1001-5000 employees, currently Late Stage. Zoox has a track record of offering H1B sponsorships.
Seniority level Seniority level Mid-Senior level
Employment type Employment type Full-time
Job function Industries Software Development
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Inferred from the description for this job Medical insurance
Vision insurance
401(k)
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- Location:
- Foster City, CA, United States
- Job Type:
- FullTime
- Category:
- Engineering