Established Search ยท 7 hours ago
Senior Machine Learning Engineer - MlOps
United States
Full-time
Remote
Senior Level
5+ years expEstablished Search is seeking a Senior Machine Learning Engineer (ML Ops) to support the development, deployment, and maintenance of AI-powered medical imaging technologies. This role involves building robust ML pipelines, deploying deep learning models into clinical environments, and ensuring compliance with regulatory frameworks for AI/ML Software as a Medical Device.
Staffing & Recruiting
Hiring Manager
Klaudia Topa
Responsibilities
Build and maintain ML infrastructure supporting AI-powered CT/MRI image enhancement and analysis
Develop and operationalize deep learning pipelines, including data ingestion, preprocessing, training, validation, and deployment
Write production-grade code to set up, optimize, and maintain deep learning model architectures
Feed imaging data into training workflows and evaluate performance using separate validation and test datasets
Improve the efficiency of deep learning algorithms to run effectively on standard hospital scanners and clinical hardware
Deploy, monitor, and maintain software systems across cloud platforms and on-premise clinical sites
Build and support CI/CD pipelines for model release, testing, and continuous deployment
Develop tools for experiment tracking, model versioning, and reproducible research workflows
Run simulations and performance analyses (manual or automated) to evaluate system behavior under varying conditions
Monitor system operations to detect issues early and support troubleshooting
Participate in Quality Management System (QMS) processes supporting AI/ML SaMD products
Ensure compliance with regulatory frameworks including ISO 13485, ISO 14971, IEC 62304, and IEC 62366
Maintain detailed logs of code and model changes in accordance with QMS procedures
Conceive, document, and carry out software design and testing plans
Support data protection activities including audits, investigations, and required training
Work closely with research teams to transition next-generation AI imaging models from experimentation to production
Support publication of new technologies and contribute to patent submissions for innovative ML solutions
Identify system, hardware, or software components needed to meet user and customer requirements
Qualification
Required
Master's degree in Computer Science, Engineering, or related field
5+ years of software engineering experience, including work as a full-stack developer and/or ML Ops engineer
Strong programming skills in Python, C, and/or C++
Understanding of medical imaging principles (CT, MRI) and/or deep learning pipelines for medical images
Working knowledge of QMS regulations and standards: ISO 13485, ISO 14971, IEC 62304, IEC 62366
Company
Established Search
Established Search is a global executive search firm focused on providing talent solutions across a broad range of job functions.
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase