Machine Learning Engineer, 3D Simulation

Zoox

2600

Foster City, CA, United States

Posted on: 2024-06-10

Category: emobility

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Employment type:

Full time

Experience required:

Intermediate

Salary

Salary not provided

About the company:

Zoox is transforming mobility-as-a-service by developing a fully autonomous, purpose-built fleet designed for AI to drive and humans to enjoy.

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.

Compensation

There are three major components to compensation for this position: salary, Amazon Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary will range from $141,000 to $234,000. A sign-on bonus may be part of a 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 (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.

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 [email protected] 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.

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:

3+ 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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