Senior AI-ML Engineer

3 weeks ago


Rochester, Minnesota, United States Mayo Clinic Full time
AI-ML Engineer Role at Mayo Clinic

Mayo Clinic is a leading healthcare organization that values innovation and diversity. As an AI-ML Engineer, you will play a crucial role in developing and deploying AI solutions that enhance patient care and operational efficiency.

Key Responsibilities:
  • Design, develop, and integrate AI-driven solutions that meet clinical needs and are integrated smoothly into clinical processes.
  • Collaborate with a multidisciplinary team to understand user needs, workflows, and clinical requirements and assess feasibility.
  • Establish evaluation methodologies and performance metrics to assess AI solutions' effectiveness, usability, and impact in real-world healthcare settings.
  • Communicate complex findings in easily understandable terms to non-technical users.
  • Oversee the engineering of systems crucial for developing and deploying AI solutions.
  • Facilitate consistent and automated AI software solution development and releases through the design, testing, and maintenance of tools and associated CI/CD pipelines.

Requirements:
  • Master's degree in engineering, computer science, mathematics, health science, or a related field with 4 years of experience, a bachelor's degree with 6 years of experience, or 10 years of experience with an HS Diploma/GED may be considered.
  • Extensive experience applying AI and machine learning in production healthcare environments, showcasing an understanding of healthcare technology.
  • Demonstrated leadership in managing complex projects, with a proven ability to navigate intricate project requirements and deliver successful outcomes.
  • Demonstrated expertise in cloud infrastructure environment and software development tools.
  • Experience working with large, complex, and heterogeneous data sets, preferably in healthcare.
  • Familiarity with best practices in data engineering, data science, AI Engineering, and the MLOps communities.

Preferred Qualifications:
  • D. in engineering, computer science, health science, or a related analytical/quantitative field.
  • Strong expertise in AI/ML techniques and frameworks, such as deep learning, natural language processing, and Generative AI, with proficiency in tools like Python, TensorFlow, PyTorch, sci-kit-learn, Keras, etc.
  • Knowledge of the healthcare domain, including clinical workflows, electronic health records, medical terminologies, regulatory requirements, and industry standards.

Work Environment:
  • Full-time position with a preferred schedule of Monday - Friday, 8 a.m. to 5 p.m. Eastern Time.
  • 100% remote role with the requirement to live within the US.

Mayo Clinic is an Equal Opportunity Employer

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