AI/ML Engineer - Revenue Cycle Automation-Remote
Mayo Clinic3 days ago
Rochester, MN, USAStaff+
Responsibilities
- Architect full-stack AI/ML solutions for Revenue Cycle across agentic orchestration, LLM agents, RPA bots, human-in-the-loop workflows, and predictive ML.
- Define AI reference architectures, design patterns, guardrails, lifecycle standards, monitoring practices, and responsible AI processes.
- Design and deliver complex solutions such as agentic patient portal inbasket management using UiPath Maestro, AI agents, RPA bots, and human oversight.
- Develop, evaluate, and productionize ML models using Python, modern ML libraries, and approved cloud and data platforms.
- Partner with delivery leads, application analysts, business analysts, enterprise architecture, security, and data governance teams.
- Evaluate emerging LLM models, agentic frameworks, and UiPath releases and guide enterprise adoption.
- Mentor AI/ML engineers and developers and contribute to the enterprise AI community of practice.
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 regulated or technology-focused industries, preferably involving healthcare technology.
- Skill with cloud infrastructure environments and software development tools.
- Experience working with large, complex, heterogeneous data sets, preferably in healthcare.
- Knowledge of AI/ML techniques and frameworks, data engineering, data science, AI engineering, and MLOps practices.
- Experience collaborating across diverse teams and communicating complex technical concepts to nontechnical stakeholders.
- Preferred experience in AI/ML engineering, solution architecture, or combined architect/engineer roles.
- Preferred experience delivering agentic or LLM-enabled production solutions and deploying predictive ML models end to end.
- Strong proficiency in Python and modern ML/AI libraries such as scikit-learn, PyTorch or TensorFlow, LangChain, and LangGraph or equivalent.
- Working experience with UiPath or Google Cloud Platform, plus hands-on experience with Azure or other major cloud platforms for AI workloads and MLOps tooling.
- Experience defining enterprise-scale reference architectures, design patterns, and technical standards.
Benefits
- 100% remote work arrangement.
- Individual may live anywhere in the United States.
Tech Stack
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.