Senior AI/ML Engineer - UX and Frontend Design
Mayo Clinic1 day ago
Rochester, MN, USASenior
Responsibilities
- Lead the design, development, integration, standardization, and deployment of end-to-end AI/ML solutions for healthcare applications.
- Analyze complex healthcare data, including patient records, medical imaging, and genomic information, to develop clinically relevant AI solutions.
- Own UX and frontend design through wireframing, prototyping, usability specifications, and production implementation with engineering teams.
- Establish evaluation methodologies and performance metrics for AI effectiveness, usability, safety, and real-world clinical impact.
- Engineer tools, systems, testing practices, and automated release processes for AI software solutions.
- Develop and maintain quality system procedures, design requirements, verification and validation strategies, and risk mitigation practices for digital health products.
- Provide technical leadership, mentorship, consultation, and training to engineers, clinical teams, healthcare staff, and AI product teams.
- Communicate technical and analytical findings clearly to clinical and non-technical stakeholders and contribute to new healthcare AI methods and technologies.
Requirements
- A master's degree in engineering, computer science, mathematics, health science, or a related field plus four years of experience, or a bachelor's degree plus six years of experience.
- Extensive experience applying AI and machine learning in production healthcare environments or similarly regulated or technology-focused industries.
- Expertise in AI/ML techniques and frameworks, including deep learning, natural language processing, and Generative AI.
- Experience with Python, TensorFlow, PyTorch, scikit-learn, Keras, and cloud infrastructure and software development tools.
- Experience with large, complex, heterogeneous datasets and familiarity with data engineering, data science, AI engineering, and MLOps practices.
- Experience managing complex projects, collaborating across diverse teams, communicating technical concepts to non-technical stakeholders, and mentoring less-experienced team members.
- Experience with wireframing, prototyping, user-centered design, human factors engineering, usability testing, accessibility, and consistent product design across releases.
- Knowledge of clinical workflows, electronic health records, medical terminologies, healthcare regulations, industry standards, quality engineering, compliance frameworks, and digital health verification and validation.
- Experience creating risk management files and verification and validation strategies for digital health technology products is preferred.
- A Ph.D. or other doctorate, regulated-environment technical team leadership, and expert usability review experience are preferred.
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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.