职位描述
岗位要求:
1.负责基于医学图像的特征提取,分割,重建,配准,融合和识别等算法的设计开发;
2.负责进行算法软件模块的编码、测试、维护、性能优化等开发工作;
3.负责优化和提高算法运行效率;
4. 与软件、硬件等团队紧密合作,确保系统的集成与有效实现
5.负责设计开发过程相关技术文档的编写和归档,专利撰写和维护。
任职资格:
1.硕士及以上学历,计算机视觉,计算机图形学,模式识别,人工智能等相关专业,五年以上工作经验;
2.熟练掌握Visual Studio,Qt,pytorch等开发工具;
3.熟练使用C++,python等编程语言,具有良好的代码风格;
4.熟悉医学图像的基本原理和结构,可以熟练操作至少一种医学图像工具;
5.熟练使用VTK、ITK、OpenCV等算法库;
6.熟悉机器学习、深度学习等算法;
7.良好的面向对象的分析与设计经验,较强的软件质量意识;
8.具备优秀的学习能力、较强的责任心、良好的职业道德,良好的抗压能力;
9.良好的英文沟通能力。
Job Responsibilities:
1. Responsible for the design and development of algorithms for feature extraction, segmentation, reconstruction, registration, fusion, and recognition based on medical images;
2. Responsible for coding, testing, maintenance, and performance optimization of algorithm software modules;
3. Optimize and improve the operational efficiency of algorithms;
4. Collaborate closely with software, hardware, and other teams to ensure effective system integration and implementation;
5. Responsible for writing and archiving technical documentation related to the design and development process, as well as drafting and maintaining patents.
Qualifications:
1. Master's degree or higher in Computer Vision, Computer Graphics, Pattern Recognition, Artificial Intelligence, or related fields, with more than five years of work experience;
2. Proficient in development tools such as Visual Studio, Qt, and PyTorch;
3. Proficient in programming languages such as C++ and Python, with good coding practices;
4. Familiar with the basic principles and structure of medical images, proficient in operating at least one medical imaging tool;
5. Proficient in using algorithm libraries such as VTK, ITK, and OpenCV;
6. Familiar with machine learning and deep learning algorithms;
7. Strong experience in object-oriented analysis and design, with a high awareness of software quality;
8. Excellent learning ability, strong sense of responsibility, good professional ethics, and ability to work under pressure;
9. Good English communication skills.