Machine Learning Software Engineer

Machine Learning Software Engineer

Application

Notice: JavaScript is required for this content.

Department: Product Engineering

Reports To: Chief Product Officer

Job Location(s): Remote, or Hybrid in SF Bay area

% Travel: 5%

H-1B Visa Sponsorship: Yes

Position Summary

The Machine Learning Software Engineer role at Subtle Medical will join our growing AI team, working at the intersection of applied machine learning,infrastructure, and product innovation.

Subtle Medical is the world leader in applying deep learning to the acquisition of medical images in order to enable faster, safer, and smarter medical imaging. We are committed to transforming the healthcare ecosystem by building and delivering responsible AI solutions that create a measurable impact on the radiology workflow and patient experience. Our vision is that every human being has the opportunity for a timely diagnosis, high-quality care, and a longer, healthier life.

Currently, Subtle Medical has several FDA-cleared & CE-marked AI software products that are in clinical usage in over 900 hospitals and imaging centers worldwide. Subtle has a robust multi modality product portfolio and continues to invest heavily in research and development. Our team consists of world leading radiologists, scientists and engineers from top universities like Stanford, Harvard, and MIT many with past experience at leading equipment manufacturers like GE, Philips and Siemens. Subtle Medical has been recognized multiple times by CB Insights as a global Top 100 AI Company and Top 150 Digital Health Company. We continue to grow and expand and welcome those to apply who desire to empower patients and physicians with better healthcare.

Subtle Medical is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other characteristic protected by law.

Responsibilities

Job Duty

• 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

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

Location

This is a remote role with potential for 5% travel. Travel is usually restricted to team meetings. Candidates in the San Francisco Bay Area are given the option to work hybrid at the Menlo Park office.

Want to apply?

Please submit an application with your resume/CV and the job title in the subject line. Be sure to include all applicable information that supports your qualification and interest in this role.