Senior Machine Learning Engineer - Perception Detection and Tracking

📋 Description

• Define on-vehicle architecture for core tracking results from Perception stack.
• Implement core tracking results from the Perception stack.
• Collaborate with model and data teams to build high-performance models for vehicle use.
• Work with Perception data inputs and outputs for ML models.
• Integrate ML models into the vehicle stack.

🎯 Requirements

• BS or higher in Computer Science or related degree
• Familiarity with Sparse-BEV Joint Detection and Tracking models
• Production ML pipelines: datasets, metrics, optimization
• Python, PyTorch, or related ML frameworks
• CUDA and/or TensorRT experience
• Experience implementing tracking systems