At Woven by Toyota, we’re bringing people, mobility technologies and infrastructure together to shape the future of movement.
About the role
Lead / influence the design and development of perception foundation models for autonomous vehicles, unifying diverse sensor data for scalable 3D scene understanding Design and develop advanced perception models for the autonomy stack, utilizing deep learning and large-scale data analysis. Found on 1752vc Careers, the job board for startup and VC roles.
What they're looking for
- MS or PhD in Machine Learning, Computer Vision, Robotics or related quantitative fields, or equivalent industry experience
- Experience with Python, any major deep learning framework, and software engineering best practices
- Experience with deep learning approaches such as supervised/unsupervised learning, transfer learning, multi-task learning, and/or deep reinforcement learning
- Experience covering machine learning workflows, data sampling and curation, pre-processing, model training, ablation studies, evaluation, deployment, and inference optimization
- Experience working with large-scale foundation models, including pretraining, multimodal architectures, self-supervised learning approaches
- Deep understanding of runtime complexity, distributed/cloud ML infrastructure, data pipeline architecture,resource-aware optimization
More about this role
Woven by Toyota is enabling Toyota’s once-in-a-century transformation into a mobility company. Inspired by a legacy of innovating for the benefit of others, our mission is to challenge the current state of mobility through human-centric innovation — expanding what “mobility” means and how it serves society.
Our work centers on four pillars: AD/ADAS, our autonomous driving and advanced driver assist technologies; Arene, our software development platform for software-defined vehicles; Woven City, a test course for mobility; and Cloud & AI, the digital infrastructure powering our collaborative foundation. Business-critical functions empower these teams to execute, and together, we’re working toward one bold goal: a world with zero accidents and enhanced well-being for all.
The Vehicle Perception team at Woven by Toyota tackles the core challenges of machine learning for 3D perception, sensor fusion, and computer vision in autonomous vehicles. Our work involves a variety of challenges, such as analyzing petabytes of multimodal driving data, solving optimization problems in computer vision, minimizing latency on hardware accelerators, deploying scalable and efficient machine learning...
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