Machine Learning Engineer, 3D Simulation
ZooxSeattle, WA
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Overview
Schedule
Full-time
Career level
Senior-level
Remote
Hybrid remote
Benefits
Health Insurance
Disability Insurance
Life Insurance
Job Description
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.
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
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 $134,000 to $222,000. 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.
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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.
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FAQs About Machine Learning Engineer, 3D Simulation Jobs at Zoox
What is the work location for this position at Zoox?
This job at Zoox is located in Seattle, WA, according to the details provided by the employer. Some roles may also include multiple work locations depending on the requirement.
What pay range can candidates expect for this role at Zoox?
Employer has not shared pay details for this role.
What employment applies to this position at Zoox?
Zoox lists this role as a Full-time position.
What experience level is required for this role at Zoox?
Zoox is looking for a candidate with "Senior-level" experience level.
What is the process to apply for this position at Zoox?
You can apply for this role at Zoox either through Sonara's automated application system, which helps you submit applications 10X faster with minimal effort, or by applying manually using the direct link on the job page.