人体感知算法工程师-PICO
Core
Developing real-time 2D/3D human perception algorithms and multi-modal foundation models for XR scenarios, including pose estimation, semantic segmentation, and 3D reconstruction.
Role type
Senior IC machine-learning engineer (human perception/XR)
Builds
Production algorithms and multi-modal foundation models for XR applications
Domain
Extended Reality (XR) and Computer Vision
Deliverable
production ML models
Required skills
Deep learning fundamentals, PyTorch, 2D/3D visual models (detection, segmentation, keypoints, tracking), edge device model deployment (quantization, pruning, inference frameworks), C++ engineering, research publication experience
Preferred skills
3D digital human development, motion capture, IMU sensor algorithms, Android/Qualcomm mobile development, multi-modal large model pre-training and fine-tuning
Technologies
PyTorch, C++, Android, Qualcomm
Responsibilities
Research and develop real-time 2D/3D human perception algorithms for XR; Develop and optimize multi-modal foundation models for human perception; Optimize models for edge device deployment; Build algorithm prototypes and conduct research
Seniority
Senior, hands-on IC