Senior Machine Learning / Computer Vision Applied Scientist
Core
Developing 4D Vision systems to enable robots to see, grasp, and perform tasks like bin picking and assembly in industrial settings.
Role type
Senior Machine Learning and Computer Vision Applied Scientist
Builds
Perception stack for industrial robots (object detection, stereo depth, 6D pose estimation) using foundation models
Domain
Robotics, Computer Vision, Industrial Automation
Deliverable
production ML models
Required skills
Deep learning for computer vision, software development, PyTorch, model optimization for edge deployment, C++ collaboration, AWS data management, literature review in CV/robotics
Preferred skills
None stated
Technologies
PyTorch, AWS, NVIDIA GPU
Responsibilities
Extend object detection, stereo depth estimation, and 6D pose estimation modules; Integrate foundation models into perception stack; Collaborate with C++ team for model deployment; Collaborate with infrastructure team for AWS data training; Track latest publications in CV and robotics; Prototype and implement production training/deployment; Optimize models for real-time edge deployment (~1 Hz); Engineer for 99.9% industrial reliability
Seniority
Senior, hands-on IC
