Machine Learning Engineer
Core
Designing and deploying multi-modal perception systems for autonomous electric trucks to enable freight capacity as a service.
Role type
Senior IC machine learning engineer (autonomous driving perception)
Builds
Perception stack for autonomous trucks serving global shippers
Domain
Autonomous driving / Logistics / Electric mobility
Deliverable
production ML models
Required skills
Deep learning model design, multi-modal sensor fusion, object detection, scene understanding, tracking, behavior modelling, automated training pipelines, C/C++, Python, linear algebra, algorithm design
Preferred skills
Experience transitioning R&D solutions to production, collaboration with system engineering and localization teams
Technologies
C/C++, Python
Responsibilities
Research and develop state-of-the-art ML/deep learning models and architectures, Develop ML solutions for self-driving challenges, Set up automated training pipelines, Integrate, validate, and deploy production-ready solutions, Collaborate with Perception organization to improve the stack, Collaborate with System Engineering, Localization, and Planning teams
Seniority
Senior, hands-on IC