Senior/Staff Machine Learning Engineer, 3D Simulation - Zoox

Job Title: Senior/Staff Machine Learning Engineer, 3D Simulation
Job Location: Foster City, CA
Job Listing URL: https://jobs.lever.co/zoox/1dc3a72e-1461-4c66-b424-252f057809ed
Job Description: The 3D Simulation group at Zoox is looking for machine learning engineers to bring the latest research in 3D vision to improve diversity and blur the line between simulation and reality. You will have access to the best sensor data in the world and an incredible infrastructure for testing and validating your algorithms. Our ML group is working on generating rich and diverse 3D environments, humans, and environmental conditions, and you will be able to contribute to any (or all!) of these.
In this role, you will:
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:
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
Bonus Qualifications:
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

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