AI-ML Engineer - Finance-Hybrid
Mayo Clinic3 days ago
Rochester, MN, USAEntry Level
Responsibilities
- Design, develop, integrate, and standardize AI-driven software components for finance and healthcare applications.
- Apply machine learning techniques including deep learning, natural language processing, computer vision, and large language models to develop and deploy end-to-end AI solutions.
- Analyze large and complex datasets to inform strategic decisions and communicate technical findings to non-technical stakeholders.
- Collaborate with clinicians, UX designers, product managers, IT professionals, and external partners to translate user needs and workflows into AI solution requirements.
- Engineer systems supporting AI solution development and deployment, including design requirements, verification, validation, and risk mitigation.
- Design, test, and maintain tools and CI/CD pipelines for automated AI software development and releases.
- Help establish best practices and standards for AI development, deployment methodologies, tools, and platforms.
- Provide training and education to healthcare staff on AI tools and technologies.
Requirements
- Master’s degree in engineering, computer science, mathematics, health science, or a related field plus 1 year of experience, or a bachelor’s degree plus 3 years of experience.
- Experience applying AI and machine learning in production environments or comparable regulated or technology-focused industries.
- Skill with cloud infrastructure environments, software development tools, AI/ML techniques, and frameworks.
- Experience working with large, complex, and heterogeneous datasets, preferably in healthcare.
- Familiarity with data engineering, data science, AI engineering, and MLOps best practices.
- Demonstrated ability to collaborate across diverse teams and communicate complex technical concepts to non-technical stakeholders.
- Preferred expertise delivering time series analytical models or agentic solutions in Copilot Studio or Google.
- Preferred doctorate degree, healthcare domain knowledge, healthcare informatics standards, quality and systems engineering, regulatory requirements, usability testing, human factors engineering, and user-centered design.
Benefits
- Hybrid work arrangement requiring residence within 100 miles of a Mayo Clinic campus, with on-site work based on business needs.
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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.