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Senior Principal AI/ML Engineer - Mayo Clinic
ML Engineer
Lead the design and implementation of advanced AI/ML solutions, driving research, model development, and production deployment on cloud platforms for high‑impact healthcare initiatives.
About the role
Key Responsibilities
- Architect and develop scalable machine‑learning pipelines and production‑grade models for clinical and research applications.
- Lead cross‑functional teams in translating research prototypes into robust, cloud‑native AI services.
- Define technical standards, best practices, and governance for AI/ML development across the organization.
- Mentor senior engineers and data scientists, fostering a culture of innovation and continuous learning.
- Collaborate with clinicians and domain experts to identify high‑value problems and deliver data‑driven solutions.
Requirements
- 10+ years of experience in AI/ML engineering, with a proven track record of delivering production systems.
- Expertise in Python and major deep‑learning frameworks such as TensorFlow or PyTorch.
- Strong background in cloud platforms (AWS) and container orchestration (Docker, Kubernetes) for model deployment.
- Experience designing data pipelines, feature engineering, and handling large‑scale healthcare datasets.
- Excellent communication skills and ability to work with multidisciplinary teams.
Skills
pythonmachine learningdeep learningtensorflowpytorchaws