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Covenant Health of East Tennessee

Community-owned, not-for-profit regional healthcare network

AI Specialist - IT Care Management Support

Applied Machine Learning +1Confirmed live in the last 24 hours
Full-timeKnoxville, TN, USANo salary listedIn-person

About the Job

Requirements

  • A master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field is required; equivalent experience with specialized AI training may be considered.
  • At least three years of experience in AI or machine learning development is required.
  • Some experience with AI analytics and data modeling, with a background in Python and other coding models, is preferred.
  • The role requires minor rotational on-call after-hours coverage and day-shift help desk ticket coverage for Covenant Health data reporting needs.

Responsibilities

  • Analyze, design, and implement AI models for healthcare applications, including predictive analytics, ambient listening, clinical decision support, and business process optimization.
  • Develop and test machine learning models and algorithms for healthcare and business applications, including predictive analytics, natural language processing, and image recognition.
  • Collaborate with clinicians, IT, and business stakeholders to identify use cases and data sources for AI solutions.
  • Develop and maintain AI pipelines, including data preprocessing, model training, validation, and deployment.
  • Ensure compliance with healthcare regulations, data privacy standards, and ethical guidelines in AI development and deployment.
  • Evaluate the feasibility and impact of proposed AI solutions on clinical workflows, business processes, and patient outcomes.
  • Prepare documentation, including AI workflows, model specifications, validation reports, and user guides.
  • Participate in the design and maintenance of AI-related datasets and infrastructure, ensuring data integrity and security.
  • Provide technical guidance and training to staff on AI tools, concepts, and best practices.
  • Monitor and optimize deployed AI models for performance and accuracy, and recommend updates or retraining as needed.
  • Stay current with advancements in AI, machine learning, business analytics, and healthcare informatics.
  • Evaluate vendor proposals for AI tools and services to ensure alignment with technical, regulatory, and organizational standards.
  • Contribute to strategic planning for AI integration across clinical, operational, and administrative domains.
  • Communicate complex technical concepts to diverse stakeholders to facilitate understanding and adoption of AI solutions.
  • Follow policies, procedures, and safety standards, and complete required annual education assignments.
  • Work toward achieving goals and objectives and participate in quality improvement initiatives as requested.
  • Perform other duties as assigned.

Desired Qualifications

  • Some experience working with AI analytics and data modeling, with a background in Python and other coding models.

About the Company

Covenant Health of East Tennessee

Community-owned, not-for-profit regional healthcare network

Covenant Health is a not-for-profit, community-owned integrated health system serving East Tennessee, with nine acute-care hospitals plus a behavioral health hospital, outpatient clinics, physician practices, and homecare. It coordinates a wide range of medical services—from cancer and cardiac care to surgical and behavioral health—through an interconnected network across 25 counties. Revenue comes from patient services and philanthropic foundations, and any excess is reinvested into facilities, technology, and programs to improve patient care. Its goal is to enhance the quality of life in East Tennessee by expanding access to care and investing in services and technology that support better patient outcomes.

Company size
1,001-5,000
Company stage
Not listed
Total funding
Not listed
Headquarters
Oak Ridge, TN
Founded
1997

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