Hyundai Motor Group Innovation Center In Singapore Pte. Ltd.
Location
singapore, singapore
Type
Full-time
Master's or Ph.D. degree in Electrical Engineering, Mechanical Engineering, Computer Engineering, Computer Science, or a related discipline, with more than 5 years of relevant industry experience.
Strong foundation in deep learning techniques, particularly convolutional neural networks (CNNs) and transformers.
Expertise in deep learning frameworks (e.g., TensorFlow and PyTorch) and 2D/3D computer vision libraries (e.g., OpenCV and PCL).
Knowledge of data quality requirements for various AI training tasks and data acquisition protocols.
Strong understanding of robot kinematics, dynamics, and control theories (e.g., PID Control, Model Predictive Control, and Impedance Control).
Proven experience in developing and deploying custom pick-and-place or pick-and-assemble applications.
Hands‑on experience with industrial robot arm controllers, sensor integration, and robotic workcell setup.