Deep learning team leader - Perception
Core
Lead a team of engineers to develop and integrate vision-based Perception algorithms for autonomous driving systems, while also hands-on researching and implementing deep learning features.
Role type
Senior IC deep learning team leader (perception)
Builds
Autonomous driving perception features and algorithms
Domain
Autonomous driving + computer vision
Deliverable
production ML models
Required skills
Deep learning fundamentals, Computer vision (Object Detection, Segmentation, classification), Deep neural network design and optimization, Data pipeline supervision, Python programming, Project management, Team leadership, Performance metrics design
Preferred skills
C++, Linux, Git, Jira, Academic publications
Technologies
PyTorch
Responsibilities
Manage and technically lead a team of deep learning engineers, oversee Perception projects, plan and lead medium to long-term projects, supervise complex data pipelines, design and optimize deep neural networks, align algorithms with product needs, communicate and visualize results
Seniority
Senior, hands-on IC with management responsibilities
