Senior Engineer - Perception Modeling
Core
Lead architecture and development of advanced perception systems for self-driving vehicles, focusing on large-scale multi-modal foundation models, synthetic data generation, and deploying solutions onto autonomous vehicle fleets.
Role type
Senior IC machine-learning engineer (autonomous driving perception)
Builds
Large-scale multi-modal foundation models, sensor simulation capabilities, and onboard real-time perception models
Domain
Autonomous driving / Robotics / Computer Vision
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, Neural Network design, Object detection, Sensor fusion, Python, TensorFlow, PyTorch, Software engineering principles
Preferred skills
Foundation Models, World Models, Knowledge Distillation, Synthetic Data Generation, Model compression
Technologies
TensorFlow, PyTorch, Python
Responsibilities
Lead architecture and development of advanced perception systems; Architect and scale synthetic data generation and sensor simulation capabilities; Drive knowledge transfer from large teacher/foundation models to efficient onboard real-time perception models; Productionize and deploy solutions onto autonomous vehicle fleets; Provide technical leadership, mentorship, and guidance to senior and mid-level engineers
Seniority
Senior, hands-on IC
