Lead ML/Perception Engineer
Core
Architecting and evolving large-scale perception systems for autonomous vehicles to ensure safe operation in diverse real-world conditions.
Role type
Senior IC Lead ML/Perception Engineer
Builds
Perception stack for autonomous shuttles and mobility services
Domain
Autonomous Vehicles / Robotics / Computer Vision
Deliverable
production ML models
Required skills
C/C++/Python, PyTorch/TensorFlow, multi-modal model development, scene detection, sensor fusion, real-time system deployment, data pipeline engineering, adversarial weather handling, system architecture design
Preferred skills
VLM/LLM integration, synthetic data generation, reinforcement learning, model quantization, legacy system migration
Technologies
PyTorch, TensorFlow, Linux, C++, Python
Responsibilities
Lead major architectural updates to the perception stack; design and own scene detection and activation capabilities; improve perception robustness under adverse weather and sensor degradation; integrate large-scale multi-modal models; lead extensive testing and validation; track field performance trends.
Seniority
Senior, hands-on IC with leadership responsibilities
