Staff Tech Lead Manager, Machine Learning, Vision Models
Core
Lead a team building and productionizing offline scene understanding models to predict and explain counterfactual outcomes for autonomous vehicle validation.
Role type
Staff Tech Lead Manager (Machine Learning, Vision Models)
Builds
Robust, scalable scene understanding models for AV validation and model development decisions
Domain
Autonomous Vehicles / Computer Vision / Machine Learning
Deliverable
production ML models
Required skills
Computer vision (camera/lidar), transformer-based architectures, foundation models, large-scale training, Python, PyTorch, line management of senior engineers, cross-functional leadership
Preferred skills
Perception systems (cuboid detection, lane estimation, depth estimation), offboard/offline models, simulation/counterfactual evaluation, distributed team leadership
Technologies
PyTorch, Python
Responsibilities
Manage four Senior MLEs and hire complementary talent; guide architecture for adapting on-vehicle models for offline use; drive sprint/quarterly/annual roadmaps; build rigorous engineering practices for ML systems; accelerate the AV development loop; align roadmaps with UK/US teams
Seniority
Staff, hands-on IC with management responsibilities
