Senior Machine Learning Engineer - Perception
Core
Develop and implement advanced perception algorithms for object detection, tracking, classification, and segmentation using camera, lidar, and radar data for Level 4 autonomous driving.
Role type
Senior IC machine learning engineer (perception)
Builds
Perception systems for autonomous vehicle fleets
Domain
Autonomous driving / Computer vision
Deliverable
production ML models
Required skills
Deep learning algorithms, Neural network design, TensorFlow, PyTorch, Python, Sensor fusion, Embedded optimization, Software engineering principles, Mentoring
Preferred skills
C++, CUDA programming, Autonomous vehicle deployment experience, Embedded systems expertise, ML product launch experience, Academic publications
Technologies
TensorFlow, PyTorch, Python, C++, CUDA
Responsibilities
Design and implement sensor fusion algorithms, Optimize perception algorithms for real-time performance on embedded hardware, Productionize and deploy solutions onto autonomous vehicle fleets, Mentor and guide junior engineers, Derive insights from large data sets, Stay abreast of latest research in machine learning and computer vision
Seniority
Senior, hands-on IC with mentoring responsibilities
