Staff Machine Learning Engineer - End to End Autonomy
$161k/y-$264.5k/y
2 days ago
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OnsiteFull-timeSenior
Summary
Woven by Toyota is seeking a Staff Machine Learning Engineer - End to End Autonomy to join their team in Ann Arbor, MI. The role involves driving the strategy and development of state-of-the-art initiatives to accelerate end-to-end autonomous driving research.
About the Role
As a Staff Machine Learning Engineer, you will lead the design, development, experimentation, and benchmarks of ML models for end-to-end autonomous driving. You will collaborate with cross-functional teams to define interfaces and requirements for an end-to-end stack, and influence technical decisions across the partnership with Woven and TRI. Your responsibilities will include identifying opportunities, resolving ambiguities, and executing initiatives to transfer successful research efforts to production.
About You
Required:
- 7+ years of professional experience with machine learning applications or applied science.
- MS or higher degree in CS/CE/EE, or equivalent industry experience.
- Hands-on experience with recent breakthroughs in generative AI for robotics and/or autonomous driving.
- Experience with ML frameworks such as PyTorch, Jax or Tensorflow (PyTorch preferred).
- Experience with temporal data and/or sequential modeling.
- Familiarity with state-of-the-art architectures for object detection and 3D perception.
- Python and C++ experience.
- Hands-on experience with large scale distributed training.
- Experience in ML workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization.
- Knowledge of debugging and profiling deep neural networks on NVIDIA CUDA stack.
Preferred:
- Published research at top-tier conferences (NeurIPs, CVPR and similar).
- Hands-on experience with building a perception stack for autonomous systems.
- Experience with PyTorch and Computer Vision for sensor fusion.
- Experience with model deployment with NVIDIA stack.
- Experience with infrastructure for large scale temporal datasets.
Benefits
- Excellent health, wellness, dental and vision coverage.
- A rewarding 401k program.
- Flexible vacation policy.
- Family planning and care benefits.
Woven by Toyota
Woven by Toyota will help to deliver the safest, most intelligent mobility experiences and lifestyle for Toyota customers everywhere. At Woven by Toyota, we envision a human-centered future, where world-class technology expands global access to mobility, enhances the capabilities of drivers, and empowers people to thrive. We achieve this with a unique global culture that weaves modern Silicon Valley innovation with Japanese quality craftsmanship. As society, technology and customer needs evolve, we continuously pursue new ways to create a more personal, seamless experience for customers.
Ann Arbor, MI