Engineer/Senior Engineer - Perception Capabilities
Core
Design, develop, and improve perception components (detection, classification, segmentation, tracking) for self-driving vehicles using computer vision and deep learning.
Role type
Senior IC machine-learning engineer (perception/autonomy)
Builds
Perception stack for self-driving vehicles
Domain
Autonomous driving / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning concepts, computer vision techniques, neural network training/evaluation, Python, PyTorch, software engineering fundamentals
Preferred skills
Sensor fusion, AV industry experience, C++, CUDA, TensorRT, model quantization, synthetic data generation
Technologies
PyTorch, Python, C++, CUDA, TensorRT
Responsibilities
Design and develop perception components for autonomy systems, analyze perception system performance, explore creative approaches for long-tail challenges, optimize and deploy models to vehicle hardware, interface with systems and safety engineers
Seniority
Senior, hands-on IC
