Manager, RL Algorithms & Decoder
Core
Lead a team developing deep learning models using reinforcement learning and large-scale data to create safe, comfortable ML drivers for autonomous vehicles.
Role type
Senior IC machine-learning engineer (RL/Decoder) with management responsibilities
Builds
ML driver models for autonomous vehicles
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Reinforcement learning, Machine learning, Algorithm design, Large-scale training, Team leadership, Strategy development, KPI monitoring, Resource allocation
Preferred skills
Publications in ML/Robotics, Autonomous vehicle experience, Diffusion models, Large-scale training experience
Technologies
Deep learning frameworks, RL libraries, Simulation 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 efficient inference, Establish and monitor KPIs for work packages, Manage resource allocation within the team
