Zoox · 2 days ago
Senior/Staff Machine Learning Engineer, 3D Simulation
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Autonomous VehiclesMachine Learning
Insider Connection @Zoox
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
Qualification
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Required
7+ years of experience with programming and algorithm design
Fluency in C++ and Python
Experience with modern 3D vision techniques like CNNs, Diffusion, and NeRF
Publications or production experience in human-centric 3D vision, 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 content
Experience automating 3D content pipelines using applications like Houdini, Maya, or Blender.
Experience in distributed systems and cloud computing platforms
Experience in 3D rendering for simulation, games, or VFX
Benefits
Paid time off
Health insurance
Long-term care insurance
Long-term and short-term disability insurance
Life insurance
Company
Zoox
Zoox is an AI robotics company that provides mobility as-a-service and self-driving car services. It is a sub-organization of Amazon.
H1B Sponsorship
Zoox has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (161)
2022 (239)
2021 (139)
2020 (99)
Funding
Current Stage
Growth StageTotal Funding
$1BKey Investors
Grok Ventures
2020-06-26Acquired· by Amazon ($1.2B)
2019-10-21Convertible Note· $200M
2018-07-08Series B· $465M
Recent News
2024-06-05
Business Journals
2024-06-05
2024-06-01
Company data provided by crunchbase