drjobs Machine Learning Engineer, 3D Simulation

Machine Learning Engineer, 3D Simulation

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1 Vacancy
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Job Location drjobs

Seattle - USA

Monthly Salary drjobs

$ 134000 - 222000

Vacancy

1 Vacancy

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 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 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:

    • Bachelors Masters 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
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$134000 to $222000. 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. Were looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.



Employment Type

Full-Time

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