Machine Learning Engineer, 3D Simulation

United States·SeattleFull-timemid

Data ScienceMachine Learning EngineerDataMachine LearningData & AI

2 views0 saves0 applied

Apply Now

Quick Summary

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.

Technical Tools

cpppythondistributed-systemsmachine-learning

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.

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

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

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.

Accommodations

If you need an accommodation to participate in the application or interview process please reach out to accommodations@zoox.com or your assigned recruiter.

A Final Note:

You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.