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Senior Principal Engineer Jobs
Company | Samsung Semiconductor US |
Address | San Diego, CA, United States |
Employment type | FULL_TIME |
Salary | |
Category | Semiconductor Manufacturing |
Expires | 2023-08-12 |
Posted at | 10 months ago |
Advancing the World’s Technology Together
- To produce key intellectual property and research papers in the area of AR/VR/XR and develop prototypes.
- Prepare presentations, technical reports and patent applications that reflect the results.
- To research and develop novel cutting-edge technologies for AR/VR/XR (e.g. 3D map building, SLAM, human pose estimation, hand pose estimation and gesture recognition, hand tracking, gaze tracking, etc.).
- Have the creativity and enthusiasm of invention and strive to create visual perception technology to solve practical problems. Result oriented and self-motivated.
- Experience with mesh constructions.
- Excellent communication and teamwork skills. Strong analytical and problem-solving skills.
- Engineering experiences on deploying computer vision models to embedded system.
- Ph.D. or above degree in Robotics, EE, ME, CS, or related areas with publications in highly ranked journals and conferences, e.g. CVPR, ICCV, ECCV, IROS, ICRA, NIPS, ICML, ISMAR, TPAMI, etc.
- Bachelors with 25+ years of relevant industry experience, or Masters with 23+ years or PhD with 20+ years in Electrical Engineering, Computer Science or related field preferred.
- Extensive knowledge of SLAM system development and optimization, including Kalman/particle filtering, sensor fusion, nonlinear state estimation.
- Proficient in Linux, C/C++, MATLAB, Python, OpenCV, ROS, Ceres, g2o, Eigen, popular deep learning frameworks.
- Experience with 3D point cloud, map building or depth image processing pipeline.
- Extensive knowledge and hands-on experience in computer vision, IMU pre-integration, bundle adjustment, key frame marginalization, parameter tuning etc.
- Innovative and creative, you proactively explore new ideas and adapt quickly to change.
- Experience in contributing to either vSLAM/VIO/VO algorithms, deep learning architectures, hand/human pose estimation algorithms, or eye tracking algorithms.
- You’re collaborative, building relationships, humbly offering support and openly welcoming approaches.
- Minimum 15+ years’ experience in vision SLAM/vision inertial odometry/visual odometry, computer vision, or machine learning and neural networks.
- You’re inclusive, adapting your style to the situation and diverse global norms of our people.
- Hands-on experience of deep learning perception algorithm is preferred.
- An avid learner, you approach challenges with curiosity and resilience, seeking data to help build understanding.
- Extensive knowledge of current major algorithm framework in VO/VIO/vSLAM: ORB-SLAM, VINS-MONO, SVO, ROVIO, MSCKF etc.
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