Senior Deep Learning Engineer - Perception
Core
Designing, developing, and integrating novel deep-vision-based perception algorithms for autonomous driving systems.
Role type
Senior Deep Learning Engineer (Computer Vision)
Builds
Perception algorithms deployed on autonomous vehicles
Domain
Autonomous driving, Computer Vision
Deliverable
production ML models
Required skills
Deep learning fundamentals, Computer vision algorithms (classification, object detection, semantic segmentation), PyTorch, Python, Probability, Vector algebra, Geometry, Feature engineering, End-to-end project management
Preferred skills
C++, Linux, Git, Top-tier conference publications
Technologies
PyTorch, Python, Linux, Git
Responsibilities
Supervise complex data pipelines from collection to model training, Design and optimize deep neural networks, Devise and implement performance metrics, Align algorithms with product needs
Seniority
Senior, hands-on IC
