Software Engineer, Perception
Core
Develop and deploy robust deep learning models for 3D computer vision tasks (object detection, pose estimation, reconstruction) to enable intelligent industrial robot perception and manipulation.
Role type
Software Engineer, Perception (Industrial Robotics)
Builds
AI models for object detection, pose estimation, 3D reconstruction, and grasping algorithms for industrial robots.
Domain
Industrial Robotics / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning (transformer models), 3D computer vision, Python, C++, PyTorch/TensorFlow/JAX, CUDA programming
Preferred skills
Model optimization/quantization, robotic grasping/manipulation algorithms
Technologies
PyTorch, TensorFlow, JAX, CUDA
Responsibilities
Develop deep learning models for 3D vision tasks; Optimize algorithms for reliable grasping in industrial environments; Enhance robot perception for dynamic manufacturing settings; Contribute to core perception software platform design; Support users in applying perception skills in production.
Seniority
Mid-level, hands-on IC