VinDynamics
AI tóm tắt
Skills bắt buộc
At VinDynamics, we design safe, affordable, and intelligent humanoid robots to assist in everyday life — robots for everyone. Backed by Vingroup, Vietnam’s leading technology conglomerate, we are on a mission to make advanced robotics accessible, reliable, and beneficial for billions of people worldwide. By combining cutting-edge AI, world-class engineering, and human-centered design, we aim to seamlessly integrate robots into daily life — enhancing safety, productivity, and happiness at home and beyond.
Job Summary:
The Computer Vision Engineer will develop and deploy vision algorithms that enable humanoid robots to perceive and understand human behaviors in real-world environments. This role focuses on human pose estimation, action recognition, and visual perception to enhance natural human-robot interaction. You will collaborate with cross-functional AI teams to integrate these capabilities into intelligent, assistive humanoid systems.
Responsibilities:
Design, develop, and deploy computer vision algorithms for humanoid robots, including object detection, image segmentation, human pose estimation, action recognition, and object tracking.
Build deep learning models to enhance robots’ understanding of human motion and behavior with high accuracy and efficiency.
Work with RGB cameras, depth sensors, and LiDAR to optimize robots’ perception capabilities in complex environments.
Collaborate with cross-functional teams to integrate AI models into the overall robotic control system.
Evaluate and optimize model performance in both simulation and real-world environments.
Requirements:
Must Have:
Bachelor’s, Master’s, or PhD degree in Computer Science, Artificial Intelligence, Computer Vision, Automation, or a related field.
Proficiency in Python and C++, with experience using TensorFlow or PyTorch.
Strong understanding of computer vision models such as CNNs, Transformer-based models (e.g., ViT, Swin Transformer).
Hands-on experience with human pose estimation, keypoint detection, and behavior/action recognition.
Experience with popular computer vision frameworks and libraries (OpenCV,Detectron2, MMDetection, YOLO, MMPose, OpenPose)
Experience working with large-scale datasets (e.g., COCO, ImageNet, KITTI, Human3.6M, MPII, AVA) and video data processing.
Knowledge of model optimization and deployment on embedded systems or edge devices (e.g., NVIDIA Jetson).
Nice to Have:
Experience deploying vision-based AI solutions on hardware such as NVIDIA Jetson or Intel RealSense.
Publications in top-tier AI/Computer Vision conferences (CVPR, ICCV, NeurIPS, ICRA).
Experience developing computer vision solutions for robotics or autonomous vehicles.
Benefits:
Attractive income, competitive and commensurate with individual capabilities.
13th-month salary, gifts on public holidays and special occasions, and performance-based bonuses.
Meal allowance, annual company trips, health insurance, and exclusive benefits within the Group’s ecosystem.
Clear career development opportunities aligned with the company’s growth, with access to training programs based on capability and job role.
A dynamic and open working environment with diverse cultural and sports activities.
Nguồn: careers VinDynamics