over 2 years ago
Foster City, CA, USA or Seattle, WA, USAMid Level
H1B sponsor
Base Salary
$155k - $239k/yr
Responsibilities
- Research, implement, and optimize machine learning approaches to improve 3D simulation variation and fidelity.
- Collaborate with ML researchers, technical artists, and simulation engineers to integrate ML techniques into the production simulator.
- Train 4D generative and world models for simulating rare scenarios.
- Build scalable cloud pipelines for machine learning solutions in 3D simulation.
- Improve rendering and tooling for generating realistic data at scale.
Requirements
- At least 3 years of experience with Python/C++ programming and algorithm design.
- Experience building and extending radiance-field machine learning models.
- Experience with generative models for 3D or video content.
- Publications or production experience in human-centric 3D vision, 3D reconstruction, or style transfer.
- Strong mathematical skills and understanding of probabilistic techniques.
- Bonus experience includes automating 3D content pipelines with Houdini, Maya, or Blender; distributed systems and cloud computing platforms; and generative camera, lidar, radar, or LWIR.
Categories
About Zoox
Zoox builds a fully autonomous, purpose-built electric vehicle and the end-to-end platform to operate it as an urban robotaxi service. The company designs the vehicle, self-driving software, and fleet operations in-house to offer mobility-as-a-service rather than selling cars. Founded in 2014 and headquartered in Foster City, California, Zoox is a subsidiary of Amazon.