Machine Learning Engineer, 3D Simulation Specialist
4 days ago
Zoox is seeking a highly skilled Machine Learning Engineer to join our 3D Simulation team. As a key member of our team, you will be responsible for developing and implementing cutting-edge machine learning algorithms to improve the fidelity and variation of our 3D simulation environment.
Key Responsibilities- Research and Development: Stay up-to-date with the latest advancements in machine learning and 3D vision techniques, and apply this knowledge to develop and optimize state-of-the-art algorithms for simulation.
- Collaboration: Work closely with our ML Researchers, Technical Artists, and Simulation Engineers to integrate new machine learning techniques into our production simulator.
- Cloud Pipeline Development: Design and implement scalable, usable cloud pipelines for machine learning solutions in 3D simulation.
- Rendering and Tooling: Improve rendering and tooling for generating realistic data at scale.
- Programming Experience: 3+ years of experience with programming and algorithm design.
- Language Skills: Fluency in C++ and Python.
- 3D Vision Experience: Experience with modern 3D vision techniques like CNNs, Diffusion, and NeRF.
- Publications: Publications or production experience in human-centric 3D vision, reconstruction, or style transfer.
- Mathematical Skills: Strong mathematical skills and understanding of probabilistic techniques.
- Education: Bachelor's, Master's or PhD in computer science, mathematics, physics, or related field.
- Publications: Publications in your field (CVPR, ICCV, RSS, ICRA preferred).
- Generative Models: Experience with generative models for 3D content.
- Automating Pipelines: Experience automating 3D content pipelines using applications like Houdini, Maya, or Blender.
- Distributed Systems: Experience in distributed systems and cloud computing platforms.
- 3D Rendering: Experience in 3D rendering for simulation, games, or VFX.
Zoox offers a comprehensive compensation package, including salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary range is $134,000 to $222,000, and a sign-on bonus may be part of the compensation package. Compensation will vary based on geographic location, job-related knowledge, skills, and experience.
Zoox also offers a comprehensive package of benefits, including paid time off, 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.
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