Machine Learning Engineer, Vehicle Perception

About this role

Woven by Toyota is seeking a Machine Learning Engineer to develop advanced perception foundation models for their autonomous vehicle platform. This role will involve designing, implementing, and deploying scalable ML models, collaborating with various teams, and contributing to the development of end-to-end ML pipelines. The ideal candidate possesses a strong background in machine learning, computer vision, and a passion for revolutionizing mobility.

What you'll do

• Design and develop perception foundation models using diverse sensor data.
• Deploy scalable and efficient ML models on the autonomous vehicle platform.
• Contribute to ML training and deployment pipelines, from data strategy to validation.
• Collaborate with Perception, Motion Planning, and other teams.
• Apply agile development practices in a fast-paced environment.
• Integrate modern technologies while adhering to rigorous safety standards.

What they're looking for

• Machine Learning
• Computer Vision
• Deep Learning (PyTorch)
• Python
• Sensor Fusion
• Autonomous Vehicles
• Data Pipeline Architecture

Benefits

• Short-term and long-term incentives
• Modern work environment