Staff Machine Learning Engineer, Perception
Core
Design and deploy advanced machine learning algorithms for robotic perception in industrial welding, fusing data from RGB, LiDAR, and ToF sensors to solve complex vision problems.
Role type
Staff Machine Learning Engineer (Perception)
Builds
Production perception systems for industrial welding robots
Domain
Industrial robotics / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Computer Vision, Neural Networks, Deep Learning Architectures, 3D Data Processing, Sensor Fusion, Python, C++, Robotics Systems, Project Leadership, Technical Strategy
Preferred skills
Experience with RGB/GigE/LiDAR/ToF sensors, Research-to-production translation, Startup environment adaptability
Technologies
3D AI Cloud Computer Vision Machine Learning Python Robotics Sensor Fusion
Responsibilities
Design and rollout advanced algorithms for robotic perception in industrial welding; Drive research to solve complex welding-related problems using image processing and point cloud analysis; Partner with cross-functional teams to plan and run experiments evaluating deep learning models; Stay current with robotics and ML progress to bring new techniques into production; Mentor junior engineers and strengthen team collaboration; Help shape system architecture and the direction of robotics perception technology.
Seniority
Staff, hands-on IC with strategic influence