職位描述
崗位要求:
1.負責基于醫學圖像的特征提取,分割,重建,配準,融合和識別等算法的設計開發;
2.負責進行算法軟件模塊的編碼、測試、維護、性能優化等開發工作;
3.負責優化和提高算法運行效率;
4. 與軟件、硬件等團隊緊密合作,確保系統的集成與有效實現
5.負責設計開發過程相關技術文檔的編寫和歸檔,專利撰寫和維護。
任職資格:
1.碩士及以上學歷,計算機視覺,計算機圖形學,模式識別,人工智能等相關專業,五年以上工作經驗;
2.熟練掌握Visual Studio,Qt,pytorch等開發工具;
3.熟練使用C++,python等編程語言,具有良好的代碼風格;
4.熟悉醫學圖像的基本原理和結構,可以熟練操作至少一種醫學圖像工具;
5.熟練使用VTK、ITK、OpenCV等算法庫;
6.熟悉機器學習、深度學習等算法;
7.良好的面向對象的分析與設計經驗,較強的軟件質量意識;
8.具備優秀的學習能力、較強的責任心、良好的職業道德,良好的抗壓能力;
9.良好的英文溝通能力。
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.