Software Engineer - Machine Learning (Behaviors)
Core
Develop ML models to learn how agents navigate complex real-world traffic scenarios for self-driving vehicles, predicting behavior of vehicles and vulnerable road users.
Role type
Machine Learning Engineer (Autonomous Driving)
Builds
ML models for autonomous vehicle behavior prediction and navigation
Domain
Autonomous driving / Robotics
Deliverable
production ML models
Required skills
Deep Learning, Neural Network design, Object detection, Semantic segmentation, Visual classification, Motion prediction, Multi-object tracking, Python, PyTorch, Software engineering principles, Large dataset analysis
Preferred skills
C++, CUDA programming, Model deployment in real-world environments, Mentoring
Technologies
PyTorch, Python, CUDA
Responsibilities
Prototype, evaluate, implement, and iterate on ML solutions; Productionize and deploy solutions onto autonomous vehicle fleets; Collaborate with team members to achieve project goals
Seniority
Mid-Senior, hands-on IC
