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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)
• Experience with data sampling and data curation pipelines for autonomous driving datasets
• Experience in state of the art architectures for end-to-end autonomous driving
• Experience in ML workflows: data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, inference optimization
• Python and C++ experience
• Experience with infrastructure for large scale datasets and distributed model training
• Experience working with a modern cloud service (AWS, GCP, Azure etc.)

Responsibilities

• Support the 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;
• Able to navigate ambiguities and address uncertainties arising from complex projects involving multiple teams and legacy codebases;
• Writes high-quality code while being rigorous with Machine Learning experimentation;
• 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
• For positions based in Palo Alto, CA, the base pay for this position ranges from $112,000- $184,000 a year.
• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program
• Flexible vacation policy