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Machine Learning Engineer - Generative AI

Machine Learning Engineer - Generative AI

ZooxFoster City, CA, United States
30+ days ago
Job type
  • Full-time
Job description

Overview

Join to apply for the Machine Learning Engineer - Generative AI role at Zoox .

The Perception team at Zoox is at the forefront of leveraging GenAI to create synthetic data, unlocking scalable training and evaluation for our autonomous system's perception and entire stack. As a Generative AI Engineer, you will develop and train cutting-edge models for sensor-level scenario generation, utilizing world models and radiance fields techniques with large-scale proprietary data. This role directly impacts the productivity, safety, and capabilities of Zoox's autonomous system by validating algorithms in real-world conditions.

Responsibilities

  • Define and execute the ML roadmap for synthetic data generation using generative AI, evolving both model and infrastructure to meet the training and evaluation needs of Zoox’s autonomous driving solution.
  • Lead the development of generative models from small-scale objects to complete scenarios, from research to deployment.
  • Design effective model architectures and sophisticated training techniques, leveraging inputs from our sensor stack and the overall large-scale data we have at Zoox.
  • Collaborate with perception, planning, safety, simulation, and systems teams to integrate your models into our offline pipelines.
  • Validate and optimize your solutions using real-world driving scenarios, directly contributing to the safety and reliability of Zoox's autonomous system.

Qualifications

  • MS or PhD in Computer Science, Machine Learning, or related technical field with 3+ years of industry experience
  • Demonstrated experience architecting, training and deploying large models such as diffusion, flow matching, GANs and / or NeRFs.
  • Experience building and maintaining ML training pipelines, including data preprocessing, model training, and evaluation
  • Proficiency in Python and ML libraries (PyTorch, NumPy) demonstrated through professional or research projects
  • Experience training with large-scale datasets (e.g. tens of millions of videos)
  • Bonus Qualifications

  • Publications in top-tier conferences (CVPR, ICCV, RSS, ICRA)
  • Experience with autonomous robotics systems
  • Experience implementing 4D Gaussian Splatting
  • Compensation

    Base salary range : $204,000 - $277,000 per year. Zoox also offers equity in stock options (RSUs) and other compensation components. A sign-on bonus may be offered. Compensation varies by location and level.

    Benefits

    Zoox offers a comprehensive benefits package, including paid time off (sick leave, vacation, bereavement), health insurance, long-term and short-term disability insurance, life insurance, and other benefits. Details may vary by location.

    Details

  • Seniority level : Not Applicable
  • Employment type : Full-time
  • Job function : Engineering and Information Technology
  • Industries : Automotive
  • Location

    Foster City, CA

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