Senior Deep Learning and Computer Vision Engineer - Autonomous Vehicles
Core
Building ground truth datasets and training pipelines for autonomous vehicle perception, prediction, planning, and control systems using deep learning.
Role type
Senior Deep Learning and Computer Vision Engineer (Autonomous Vehicles)
Builds
Production ML models for self-driving car navigation and perception
Domain
Autonomous Vehicles / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep Learning, Computer Vision, Planning/Control, C++, Python, Math, Software Engineering, Data Collection, Pipeline Architecture
Preferred skills
Unsupervised/Self-supervised Learning, Architecture Optimization, Sensor Fusion (Images/LIDAR), Multi-task Training
Technologies
PyTorch, TensorFlow, TensorRT, NVIDIA GPUs
Responsibilities
Implement and experiment with new deep learning ideas, transform research into industrial-strength models, define and collect training datasets, build training pipelines and real-time inference run-times
Seniority
Senior, hands-on IC
