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Intermountain Healthcare

Nonprofit health system delivering patient care

Machine Learning Operations Intern

Applied Machine LearningPosted on Nov 12
InternshipRemote in USA$21.81 - $32.21 /hr

About the Job

Requirements

  • Understanding of statistical and machine learning modeling techniques.
  • Experience programming using quantitative, procedural, and statistical programming languages such as Python, SQL, Spark, and Matlab.
  • Experience in a role requiring effective verbal, written, and interpersonal communication skills.

Responsibilities

  • Build and maintain continuous integration and continuous delivery pipelines for machine learning models and artificial intelligence applications using Git and DevOps best practices.
  • Deploy and monitor machine learning models on the Unified Enterprise Agentic Architecture (UEAA).
  • Package models and their dependencies for reproducible deployment using tools such as MLflow, containers, and application programming interfaces.
  • Develop and maintain Infrastructure as Code, including Terraform and Declarative Automation Bundles, to provision and manage machine learning platform resources.
  • Support model deployment and lifecycle management within UEAA.
  • Implement monitoring for model performance, data drift, and system health, and help troubleshoot production issues.
  • Optimize SQL queries, Python code, and data pipelines for performance, reliability, and cost.
  • Contribute to automated testing and validation of models and pipelines before release.
  • Collaborate with data scientists, artificial intelligence engineers, and MLOps engineers, and document processes, code, and deployment standards.

Desired Qualifications

  • Enrollment in a higher education institution focused on mathematics, computer science, data science, or another quantitative and technical field.
  • Experience with Git, DevOps, and continuous integration and continuous delivery.
  • Experience with MLOps platform development and Infrastructure as Code.
  • Code optimization experience, including SQL query tuning and Python optimization.

About the Company

Intermountain Healthcare

Nonprofit health system delivering patient care

Intermountain Health is a nonprofit health system that provides medical care and related services across the Mountain West. It operates hospitals, clinics, a medical group, home care, telehealth, and health insurance plans, along with subsidiaries, to bring care closer to people’s homes and communities. Its care model combines direct patient services with research and education to tailor treatment and reduce costs. What sets it apart is its size and scope as the region’s largest nonprofit health system, its integration of hospitals, clinics, home health, telehealth, and insurance under one umbrella, and its mission to reinvest in care and make health more affordable. The company aims to help people live the healthiest lives possible by expanding access to care, improving quality, and reducing costs through its community-focused approach and ongoing research.

Company size
10,001+
Company stage
Grant
Total funding
$1.9M
Headquarters
Salt Lake City, UT
Founded
1975

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