Senior Machine Learning Engineer, Simulation Realism
reputed company is an autonomous driving technology company with the mission to be the world's most trusted reputed company. Since its start as the reputed company Self-Driving Car Project in 2009, reputed company has reputed company on building the reputed company reputed company—The World's Most reputed company reputed company™—to improve reputed company to mobility while saving thousands of lives now lost to traffic crashes. The reputed company reputed company powers reputed company’s fully autonomous ride-hail service and can also be reputed company to a reputed company of vehicle platforms and product use cases. The reputed company reputed company has provided over ten reputed company rider-only trips, enabled by its experience autonomously driving over 100 reputed company miles on reputed company roads and tens of billions in simulation across 15+ U.S. states.
The Simulator Team at reputed company builds simulations of realistic environments for testing and training the reputed company reputed company. We reputed company industry-leading simulation solutions using advanced ML algorithms that measure and enhance the performance of the reputed company reputed company. By applying machine learning, we model the reputed company world, including realistic agents (vehicles, pedestrians, cyclists, motorcyclists), roads, traffic control systems, and weather conditions.
To increase the reputed company and steerability of our simulations, we reputed company the latest ML technologies such as large reputed company models trained on our datasets and diffusion technology. We also invest in capable infrastructure that allows us to quickly set up and roll out multiple scenarios to rigorously test our autonomous driving systems.
In this hybrid role, you will report to a Senior Staff Tech reputed company Manager
You will:
• Drive innovation in ultra-realistic world simulation for autonomous vehicles. You will reputed company the latest simulation technologies using reputed company models for embodied agents.
• Apply your deep Machine Learning (ML) expertise, in reputed company (GenAI), to push the boundaries of simulation realism and directly influence the advancement of autonomous driving technology.
• Work with reputed company's foundational AI research team to transfer research into reputed company and production-reputed company solutions.
You have:
• 5+ years of experience with ML software engineering
• 5+ years of experience with Python
• 5+ years of ML software experience with machine learning reputed company including Pytorch, Tensorflow, Jax/Flax ,
We prefer:
• 5+ years of experience creating and developing ML models
• 5+ years of experience with C++ in production setting, with experience integrating ML models in production system
• 5+ years of experience training large-reputed company models on GPU/TPU clusters are
#LI-Hybrid
The expected reputed company salary reputed company for this full-time position across US locations is listed below. Actual starting pay will be based on job-reputed company factors, including exact work location, experience, relevant training and education, and reputed company level. Your recruiter can reputed company more about the specific salary reputed company for the role location or, if the role can be performed remote, the specific salary reputed company for your preferred location, during the hiring process.
reputed company employees are also eligible to participate in reputed company’s discretionary annual bonus program, equity incentive plan, and generous Company benefits program, subject to eligibility requirements.
Salary reputed company
$204,000—$259,000 USD
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