上海招聘

As a member of Virtuos R&D team you will research, design, implement and optimize machine learning models that advance the state of the art in 3D content authoring tools for the entertainment industry.
? Identify suitable machine learning and computer vision techniques to solve 3D content authoring problems
? Define training datasets and work with software engineering, design and art departments to collect data requirement
? Develop state-of-the-art algorithms in areas such as machine learning, object detection/classification and computational geometry
? Optimize machine learning solutions to allow short iteration cycles in production
职位要求：
Job Requirements
? Solid understanding of linear algebra, probability, numerical methods, machine learning
? Experience with data science tools including Python scripting, NumPy, SciPy, Pandas, Matplotlib, SciKit-Learn
? Experience with at least one main stream deep learning frameworks, including TensorFlow, PyTorch, Caffe, MXNet
? Experience with computer vision and computational geometry libraries (e.g., OpenCV, CGAL, Wykobi)
? Experience with OpenCL/CUDA, OpenGL a plus
Qualifications
? Ph.D. in machine learning or computer vision
? Or M.S. with greater than 3 years’ experience in a machine learning or computer vision area

维塔士成立于 2004 年，是业内领先的视频游戏内容制作公司，在新加坡、中国、越南、加拿大、 法国、日本、 爱尔兰和美国都设有工作室。维塔士拥有 1,700 多名全职游戏制作专家，多年来致 力于 AAA 级主机游戏、PC 游戏和手机游戏的开发与 3D 美术制作，为客户实现收入的增长和制作 效率的提升。十多年以来，维塔士已成功向客户递交了超过 1,300 个高质量项目，其客户包括众多 著 名 独 立 工 作 室 以及世 界 顶 级 数 码 娱 乐 公 司 20 强中的 18 家