Description:

Develop and deploy behavior models for autonomous trucks to enhance decision-making.
Focus on building, validating, and improving machine learning models and infrastructure for learned behavior systems.

Requirements:

Bachelor’s degree in a relevant field with 4+ years of experience, or a Master’s degree with 2+ years of experience.
Proficient in machine learning techniques like imitation learning and reinforcement learning.
Strong programming skills in Python and PyTorch, with experience in production-quality ML code.
Experience with large datasets and scalable compute environments.
Understanding of ML architectures used in autonomy systems.
Ability to debug model behavior and analyze performance metrics.
Collaborative skills to integrate ML models into larger systems.

Skills