Perception Engineer
Core
Design, develop, and deploy AI models for perception in autonomous vehicles, focusing on robotics integration and algorithm optimization.
Role type
Senior IC perception engineer (autonomous driving)
Builds
Production-level perception software and AI models for robotaxis
Domain
Autonomous vehicles / Robotics / Machine Learning
Deliverable
production ML models
Required skills
Python, C++, PyTorch, GPU training, TensorRT/CUDA, CI/CD pipelines, Git, algorithm testing/debugging, model deployment, integration and validation for robotics
Preferred skills
acceleration and inference optimization
Technologies
PyTorch, TensorRT, CUDA, Git
Responsibilities
Design, develop, implement, and fix features in codebase; formulate problems, architect solutions, and design processes; train and deploy new AI models; analyze model performance and identify improvements; research/evaluate emerging technologies to enhance AI models; prototype, evaluate, implement, and iterate on solutions
Seniority
Mid-level, hands-on IC
