Senior Machine Learning Software Engineer, Frameworks

Woven by Toyota is enabling Toyota's transformation into a mobility company, focusing on autonomous driving, software development, and AI. They are seeking a skilled Machine Learning Engineer to build efficient cloud and data curation pipelines, automated training, and evaluation pipelines, influencing the release of models for their next-generation autonomous vehicle platform.

Requirements

• BSc / BEng (MS / PhD nice-to-have) in Machine Learning, Computer Science, Robotics or related quantitative fields, or equivalent industry experience.
• 3+ years of experience with Python, PyTorch/Tensorflow, and software engineering best practices.
• 2+ years of experience covering machine learning workflows, data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, and inference optimization.
• Deep understanding of runtime complexity, space complexity, distributed computing, and the application of these concepts in concrete, distributed ML training and evaluation.
• Experience working with temporal data and/or sequential modeling.
• Strong communication skills with the ability to communicate concepts clearly and precisely.

Benefits

• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program
• Flexible vacation policy
• Family planning and care benefits