Associate AI/ML Engineer
Mayo Clinic1 day ago
Rochester, MN, USAEntry Level
Responsibilities
- Develop, integrate, standardize, test, verify, validate, and deploy AI/ML software solutions for healthcare applications.
- Apply machine learning techniques including deep learning, natural language processing, computer vision, and large language models to healthcare data.
- Design and maintain tools and CI/CD pipelines supporting consistent and automated AI software development and releases.
- Contribute to system design, component development, integration, quality procedures, risk mitigation, and regulatory requirements for digital health products.
- Support AI governance reviews, documentation, stakeholder communications, issue tracking, and governance-record maintenance under senior guidance.
- Collaborate with clinicians, user experience designers, product managers, IT professionals, and external partners to assess feasibility and understand clinical workflows and requirements.
- Translate user feedback and requirements into AI solution design concepts and usability specifications.
- Analyze data and communicate complex findings clearly to technical, business, and clinical stakeholders.
- Contribute to best practices and standards for AI development, deployment methodologies, tools, and platforms.
Requirements
- Bachelor’s degree in engineering, computer science, health science, or a related field.
- Knowledge of applying AI and machine learning in production environments and understanding of healthcare technology.
- Knowledge of cloud infrastructure environments and software development tools.
- Skill in AI/ML techniques and frameworks, with preferred experience in deep learning, natural language processing, and Generative AI.
- Familiarity with data engineering, data science, AI engineering, and MLOps best practices.
- Strong collaboration, interpersonal, communication, and time-management skills.
- Preferred knowledge of clinical workflows, electronic health records, medical terminologies, regulatory requirements, and industry standards.
- Preferred familiarity with systems or quality engineering practices, regulatory standards, compliance frameworks, user-centered design, human factors engineering, and usability testing.
- Ability to communicate complex technical concepts to diverse technical and non-technical audiences and manage multiple priorities.
Categories
About Mayo Clinic
Mayo Clinic is a nonprofit academic medical center and health system providing hospital and specialty care, research, and medical education to patients globally. It operates major campuses in Rochester, Minnesota (headquarters), Phoenix/Scottsdale, Arizona, and Jacksonville, Florida, plus a regional health system across the Midwest. Revenue comes primarily from clinical services, complemented by research grants and education programs; specialties include heart care, cancer, transplantation, and neurosciences.