Senior/Staff Machine Learning Engineer - Foundation Models
Zoox
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See open jobs at Zoox.See open jobs similar to "Senior/Staff Machine Learning Engineer - Foundation Models" Ellis H-1B.Responsibilities
- You will build the foundation models for on-vehicle and offline applications
- You will push the boundaries of machine learning in the autonomous driving industry by developing state-of-the-art techniques in self-supervised learning, semi-supervised learning, multi-task learning, and generative models
- You will leverage our large-scale machine learning infrastructure to discover new solutions
- You will develop new algorithms to model the future behavior of all other agents in the world
- You will develop new algorithms to model the future behavior of our own vehicle’s future actions, both in predicting our driving trajectories and estimating their quality in relation to our goals of safety, progress, and comfort
- You will develop new algorithms to apply generative deep learning to simulation to improve the realism of our offline validation systems
- You will engineer software that runs on-vehicle to efficiently execute our algorithms in real time
- You will develop metrics and tools to analyze errors and understand improvements of our systems
- You will collaborate with engineers on Perception, Prediction, Planning, Simulation, and Systems Engineering to solve the overall Autonomous Driving problem in complex urban environments
Qualifications
- BS, MS, or PhD degree in Computer Science or a related field
- Fluency with PyTorch, TensorFlow, or JAX
- Experience with training and deploying Deep Learning models
- Experience with production Machine Learning pipelines: dataset creation, training frameworks, metrics pipelines
- Fluency in Python and a basic understanding of C++
- Extensive experience with programming and algorithm design
- Strong mathematics skills
Bonus Qualifications
- Experience in training of large and complex models
- Experience with LLMs
- Conference or Journal publications in Machine Learning or Robotics
- Prior experience with Prediction and/or Autonomous Vehicles or Robotics in general
This job is no longer accepting applications
See open jobs at Zoox.See open jobs similar to "Senior/Staff Machine Learning Engineer - Foundation Models" Ellis H-1B.