Senior Machine Learning Engineer, Perception - Autonomous Driving
Core
Design, train, and optimize machine learning models for LiDAR/camera perception and multi-sensor fusion to enable autonomous driving capabilities.
Role type
Senior Machine Learning Engineer (Perception)
Builds
Perception models and algorithms for the NVIDIA DRIVE AV platform
Domain
Autonomous driving, Computer Vision, Multi-sensor fusion
Deliverable
production ML models
Required skills
C++, Python, Deep Learning frameworks (PyTorch, TensorFlow), LiDAR perception, Camera perception, Multi-sensor fusion, Model optimization, Data pipeline development
Preferred skills
Transformers, TensorRT, Embedded systems inference, Robotics product delivery
Technologies
PyTorch, TensorFlow, C++, Python, TensorRT, NVIDIA DRIVE AV
Responsibilities
Design and optimize ML models for object detection, classification, and semantic segmentation; Develop end-to-end ML workflows including data pipelines and metrics; Productize models into efficient C++ code for the DRIVE AV platform; Collaborate with sensor teams to integrate perception solutions.
Seniority
Senior, hands-on IC
