Responsibilities
Job Duties
Build software systems that enable AI-powered image enhancement and analysis algorithms in the clinical workflow
Writing computer code to set up deep learning network architecture
Support and participate in applicable Quality Management System (QMS) processes for Subtle Medical AI/ML Software as a Medical Device (SaMD) products.
Feeding imaging data into this model for training and evaluating the results on a separate test set
Participate in applicable data protection related activities, such as audits, investigations, and training, and comply with all applicable company policies and procedures.
Deploy and maintain our software systems both on the cloud and at work sites
Build and maintain CI/CD tools for our softwares
Completing models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions
Monitor system operation to detect potential problems
Identifying system data, hardware, or software components required to meet user needs
Maintaining logs of any code modifications
Conceive and document software design and testing plans
Testing performance of multiple deep learning models
Improving the efficiency of deep learning algorithms to allow them to be run on standard hospital scanners
Collaborate with the research team in developing next generation AI-powered medical imaging products
Build and maintain experiment tracking tools
Build and maintain model training, validation and deployment infrastructure
Publication and other dissemination of new technologies
Submitting patent applications on significant new advances
任职要求
Qualifications
Key Competencies
Programming skills in Python/C/C++
Understanding of general principles of medical imaging and/or Deep Learning pipelines on medical images
Working knowledge of Quality Management System (QMS) regulations and applicable familiarity with ISO 13485, ISO 14971, IEC 62304, and IEC 62366.
Education
Master’s degree in Computer Science or relevant field
Work Experience
5 years work experience in software engineering as a full stack developer and/or ML Ops Engineer
Nice to Haves
5+ years work experience in software engineering for medical imaging
