Technical Lead Manager, Perception, Traffic Control Understanding
Core
Lead a team of 6-10 engineers to build real-time, scene-level semantic representations for autonomous driving, focusing on complex environments like construction zones and temporary traffic controls.
Role type
Senior IC Technical Lead Manager (Scene Understanding)
Builds
Production ML models for autonomous vehicle perception
Domain
Autonomous driving / Computer Vision
Deliverable
production ML models
Required skills
Deep learning model development, Computer vision, Python, C++, PyTorch, JAX, Team leadership, Technical roadmap execution, Hiring and people development
Preferred skills
MS or PhD in ML/Robotics/CS, Publications at top-tier conferences, Real-time system design
Technologies
PyTorch, JAX, C++, Python
Responsibilities
Own a specific domain within scene understanding (e.g., traffic controls), lead analysis of real-world issues to develop technical roadmaps, build resilient teams through development and hiring, make project staffing and technical decisions
Seniority
Senior, hands-on IC with management responsibilities