Director, Perception - Autonomous Vehicles
Core
Lead AI model evolution for autonomous vehicle perception, enabling vehicles to see, understand, and navigate complex environments via deep learning and 3D world models.
Role type
Director of Perception (Senior Leadership)
Builds
Real-time 3D world models and perception stacks for autonomous vehicles
Domain
Autonomous Vehicles / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning, Computer vision, Multi-sensor fusion, Network architecture design, Machine learning lifecycle management, Edge/embedded deployment, Python, C++, PyTorch/JAX/TensorFlow
Preferred skills
End-to-end autonomous driving architectures, Large Vision Models, Sim-to-real transfer, Hardware-software co-design, NVIDIA GPU optimization
Responsibilities
Manage and scale engineering teams, Guide strategic direction of network architectures, Oversee ML lifecycle from data to deployment, Partner with Planning/Mapping/Safety teams, Ensure adherence to automotive safety standards (ISO 26262)
Seniority
Director, Senior Leadership
