Staff Machine Learning Engineer, Perception
Core
Developing robotic welding solutions using computer vision, deep learning, and sensor fusion to enable robots to perform industrial welding tasks.
Role type
Staff Machine Learning Engineer (Perception)
Builds
Robotic perception systems for industrial welding
Domain
Robotics + Computer Vision + Industrial Manufacturing
Deliverable
production ML models
Required skills
Computer Vision, Deep Learning, Python, Neural Networks, 3D Data Processing, Sensor Fusion, RGB/LiDAR/ToF sensors, Project Leadership, System Architecture
Preferred skills
C++, Industrial/Manufacturing environment experience, Bridging research to production
Technologies
Python, C++, RGB, LiDAR, ToF, GigE
Responsibilities
Lead development of advanced algorithms for robotic perception systems tailored to industrial welding tasks; Oversee research initiatives addressing complex welding-related challenges using image processing and 3D sensor fusion; Collaborate with multidisciplinary teams to design and lead experiments evaluating deep learning models; Mentor junior engineers and provide technical leadership; Contribute to strategic decisions about system architecture and robotics perception technologies.
Seniority
Staff, hands-on IC with strategic influence