Machine Learning Research Scientist
1 month ago
Job Title: Machine Learning Research Developer
Company: Circle Cardiovascular Imaging Inc.
Job Type: Full-time
Location: [Insert Location]
About Us:
Circle Cardiovascular Imaging Inc. is a leading company in the field of medical imaging and machine learning. We are committed to developing innovative solutions for cardiovascular diseases.
Job Summary:
We are seeking a highly skilled Machine Learning Research Developer to join our team. The successful candidate will design, develop, and deploy advanced ML-based image processing algorithms, work closely with software developers, regulatory and quality assurance engineers, and scientific advisors to develop quality software, and communicate ideas with people in various roles.
Responsibilities:
- Design, develop, and deploy advanced ML-based image processing algorithms
- Work closely with software developers to design and develop medical image post-processing software
- Work closely with regulatory and quality assurance engineers to develop quality software
- Work closely with scientific advisors and physicians to develop algorithms that solve clinical problems
- Communicate ideas with people in various roles
Requirements:
- Strong theoretical knowledge, including mathematical foundations and evaluation methods of modern ML systems and techniques
- Strong programming skills in Python, and TensorFlow or PyTorch
- Experience with Linux and Windows command line interface
- Experience with high dimensional images and geometric data
- Experience with C++ programming
Preferred Qualifications:
- Experience with DICOM images (MR and CT)
- Peer-reviewed publications in top-tier ML or medical image analysis conferences/journals
- Experience with version control tools and Agile development
- Experience with QT, OpenGL, and OpenCV
- Experience in the medical imaging software industry
Education:
- MSc or PhD in Engineering, Applied Mathematics or Computer Science
How to Apply:
Please submit your application, including your resume and cover letter, to [Insert Contact Information].
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