VinDynamics
AI tóm tắt
Skills bắt buộc
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.
Position: Computer VisionEngineer
Department: AI application
Location: Gia Lam, Ha Noi
Reports to: Head of AI Application.
Key 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:
Competitive salary and benefits package (open to salary negotiations).
Opportunities for professional development and career growth.
Flexible work arrangements.
A collaborative and innovative work environment where ideas are valued and creativity is encouraged.
Nguồn: careers VinDynamics