- 454606
- Research & Development
- Siemens Shanghai Medical Equipment Ltd.
- Siemens Healthineers
- Full-time
- Experienced Professional
- Permanent
Join us in pioneering breakthroughs in healthcare. For everyone. Everywhere. Sustainably.
Our inspiring and caring environment forms a global community that celebrates diversity and individuality. We encourage you to step beyond your comfort zone, offering resources and flexibility to foster your professional and personal growth, all while valuing your unique contributions.
Your role:
Job Description
Mission:
With in-depth understanding of the needs from clinical customer and Siemens Healthineers business line partners, able to build long-term trusted partnership with key stakeholders, drive and co-create innovative AI solutions by design and implement deep learning-based technologies on large-scale data sets for real-world clinical problems.
Areas of Responsibilities:
- Continuously scout the latest technology for technology trend analysis and selection of optimal technology for AI/machine learning solutions
- Close collaboration with clinical partners for better understanding of the clinical challenges for proactive innovative technical concept
- Close collaboration with Siemens Healthineers business partners to understand and capable of foresee the requirements and proactively drive and land AI solutions
- With sufficient understanding of the clinical problem and data status, design, develop and validate algorithms in Deep Learning or traditional image processing methods to solve clinical demands
- Develop efficient metrics / evaluation criterion to judge algorithmic efficacy and performance based on clinical demands
- Scientific publication and intellectual properties
- Other tasks assigned by superior
Education and Experience:
Experience
- Strong technical background in Deep Learning and familiar with traditional image processing methods etc.
- Proficiency in Python and ability to quickly prototype in C++ is desired
- 3 year+ experience in building medical imaging AI solutions. Especially for major clinical domains like cardiovascular, neurovascular or oncology is preferred
- 3 year+ experience of medical image and medical big data of mature & market-leading industry AI product preferred
- 3 year+ research experience in image segmentation, detection, classification, registration etc. preferred
- Strong ability to proactively search novel technologies to continuously improve the solution performance in a fast-paced environment
- Initiates, sets up and conducts value co-creation activities to identify and validate concepts for new features and solutions
- Able to guide and manage the expectation from business partners and push new features into product.
- Outstanding written and verbal communication skills in English are required
- Excellent interpersonal and personal skills like teamwork and collaboration, presentation, creativity and innovativeness.
Education
Ph.D. in an engineering or science field such as Computer Science, Electrical Engineering, Statistics, or Applied Math with at least 3 years industry experience.
Alternative MSc. in an engineering or science field such as Computer Science, Electrical Engineering, Statistics, or Applied Math with at least 5 years industry experience.