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Woven by Toyota is enabling Toyota’s transformation into a mobility company by developing advanced Machine Learning solutions for autonomous driving, aiming for a world with zero accidents and enhanced well-being for all.

Requirements

• Professional experience with ML frameworks such as PyTorch, Jax or Tensorflow (PyTorch preferred)
• Knowledge of debugging and profiling deep neural networks on NVIDIA CUDA stack
• Experience in state of the art architectures for object detection and 3D perception
• Experience in ML workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization
• Python and C++ experience
• Hands-on experience with building a perception stack for autonomous systems
• Familiarity with recent breakthroughs in ML (e.g. foundation models, pre-training and efficient fine-tuning, multimodal Transformer architectures)

Responsibilities

• Own design and development of ML models or model components for end-to-end autonomous driving: ranging from initial data strategy, design, development, experimentation, evaluation and deployment.
• Resolve ambiguities and address uncertainties arising from complex projects involving multiple teams and legacy codebases.
• Enable and help other colleagues on the team to be more effective through leading by example when it comes to writing high-quality code, being rigorous with Machine Learning experimentation and knowledge sharing.
• Collaborate closely with stakeholders from multiple teams in different time-zones to define interfaces and requirements for an end-to-end stack.

Other

• MS, or higher degree, in related field, or equivalent industry experience
• Flexible vacation policy
• Family planning and care benefits
• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program