Manager, Onboard Behavior Encoder
Core
Lead the development of deep learning models for autonomous vehicle driving plans using large-scale data and reinforcement learning.
Role type
Senior Manager, Onboard Behavior ML
Builds
ML driver for autonomous vehicles
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Reinforcement Learning, Machine Learning, Algorithm Design, Mathematics, Team Leadership, Strategy, KPI Management, Resource Allocation
Preferred skills
Publications in ML/Robotics, Autonomous vehicle experience, Diffusion models, Large-scale training
Technologies
Deep learning frameworks, Reinforcement learning environments
Responsibilities
Manage and mentor a team of individual contributors; Develop and organize strategy for Onboard Behavior ML Models; Provide technical guidance on training model design and development; Monitor performance via KPIs; Manage resource allocation within the team.
