Senior Machine Learning Engineer, Vehicle Perception
Core
Design and deploy perception foundation models for autonomous vehicles using large-scale multimodal sensor data to enable 3D scene understanding and sensor fusion.
Role type
Senior Machine Learning Engineer (Autonomous Vehicle Perception)
Builds
Perception foundation models and autonomy stack components for Toyota's next-generation autonomous vehicle platform.
Domain
Autonomous driving / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning (supervised/unsupervised/transfer/reinforcement), foundation models, multimodal architectures, C++, Python, distributed/cloud ML infrastructure, data pipeline architecture, model optimization, software engineering best practices
Preferred skills
None stated
Technologies
Python, C++, deep learning frameworks, cloud ML infrastructure
Responsibilities
Lead design and development of perception foundation models for autonomous vehicles; Design and develop advanced perception models utilizing deep learning; Deploy scalable and efficient ML models on the autonomous vehicle platform; Integrate modern technologies with rigorous safety standards; Contribute to end-to-end ML training and deployment components; Champion scientific method and critical thinking in deep learning solutions; Collaborate with Perception, Motion Planning, Simulation, Infrastructure, and Tooling teams.
Seniority
Senior, hands-on IC with leadership influence
