Senior Machine Learning Engineer
About The Position
The person in this position will be expected to work with a cross-functional team to develop real-time intraoperative intelligence software for minimally invasive robotics system, to improve the surgical efficiency and clinical outcome for patients. Successful candidates will have experience in algorithm development, software design and development. The ideal candidate is an independent and fast-paced developer with excellent problem-solving skills and a passion for good software architectures and processes, capable of producing robust, high-quality code in the face of rapidly changing requirements.
Requirements
- Minimum Master's degree or PhD in Computer Science, Electrical Engineering, or related fields
- Deep understanding and hands-on experience in computer vision, and machine learning algorithm development
- Knowledge and experience in one or more of the following areas: image segmentation / registration / reconstruction
- Software development experience using C++ or Python, and experience with OOP design
- Familiar with one or more tools and libraries: OpenCV, PyTorch / TensorFlow, ITK / VTK
- Strong verbal and written communication skills
- High levels of independence and technical ownership
Nice To Haves
- Proficiency in GPU programming such as CUDA
- Experience with software development process in a regulated medical device environment
- Knowledge and experience in camera pose estimation / SLAM
Responsibilities
- Participating in the full cycle of the development of intraoperative surgical software
- Understanding clinical requirements and developing technical specifications
- Designing, prototyping, and implementing user-facing software and computer vision / machine learning algorithms
- Iterating with user feedback and delivering production-ready code
- Supporting system integration and testing
- Generating formal design documentation
- Preparing and review patent applications
- Contributing to system and software architecture
- Staying up-to-date with the latest model architectures and development trends and technologies, and proposing innovative solutions to enhance our software algorithms
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Number of Employees
5,001-10,000 employees
