Machine Learning Engineer, 3D Simulation

Job Overview

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 all of these.

Key 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

Required Qualifications

• 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

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 or video content
• Experience automating 3D content pipelines using applications like Houdini, Maya, or Blender
• Experience in distributed systems and cloud computing platforms
• Experience in generative camera, lidar, radar, or LWIR

About Zoox

Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We're looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.

Benefits

Zoox offers a comprehensive package of benefits, including paid time off (e.g. sick leave, vacation, bereavement), 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.