HonorHealth

Senior AI/ML DevOps Engineer

HonorHealth$125K — $150K *
US-AnywhereRemote in Arizona, US
Healthcare
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's in Computer Science, Engineering, AI, ML, or related field; or 4 years relevant experience
  • 7 years progressive DevOps experience in cloud deployment; at least 3 years with AI/ML workloads
  • Hands-on experience with GCP AI/ML services
  • Proficiency in MLOps, CI/CD, Git workflows, and containerization
  • Strong SQL and backend engineering skills for enterprise data integration
  • Excellent analytical and problem-solving skills
  • Strong communication skills to convey technical concepts to diverse audiences

Responsibilities

  • Design and implement scalable AI/ML environments for clinical and operational objectives
  • Develop end-to-end machine learning and RAG pipelines for data processing and application support
  • Architect production-grade DevOps practices including CI/CD and automated testing
  • Deploy and manage AI/ML applications in secure and reliable cloud environments
  • Implement observability practices to monitor performance and optimize resource utilization
  • Ensure compliance with data governance and responsible AI standards including HIPAA
  • Create and maintain technical documentation for models, workflows, and operational procedures
  • Troubleshoot complex issues in pipelines and improve operational stability

Benefits

  • Remote work opportunity with occasional onsite visits
  • Integration with advanced analytics and AI capabilities
  • Collaboration across data, engineering, and business teams
  • Focus on continuous improvement and performance evaluation
  • Alignment with governance and data security standards
Full Job Description
Primary City/State:
Virtual Arizona
Category:
Data Intelligence
Shift:
Day
Department:
Augmented Intelligence
Hours: Monday-Friday Days

Location: Remote -- Must be located in Arizona -- Occasional on site as needed.

Responsibilities:

JOB SUMMARY

The Senior AI / ML DevOps Engineer designs, develops, deploys, and supports scalable machine learning solutions that enable advanced analytics and AI capabilities across HonorHealth. This role operationalizes models and pipelines, monitors performance, and partners with data, engineering, and stakeholders to deliver reliable solutions aligned to governance and data handling expectations. The role partners closely with data engineers, data scientists, platform teams, and business stakeholders to translate complex needs into production-ready deployments, monitor ongoing performance, and continuously improve AI/ML capabilities aligned to governance and operational standards.

ESSENTIAL FUNCTIONS

  • Leads the design and implementation of the environment that deploys scalable AI/ML solutions, including predictive models, large language model use cases, and agentic workflows that support clinical, operational, and business objectives.
  • Develops and maintains end-to-end machine learning and RAG pipelines supporting data ingestion, application feature engineering, training, evaluation, deployment, and lifecycle management.
  • Architects and supports production-grade DevOps practices, including CI/CD, model versioning, automated testing, monitoring, alerting, retraining, and rollback strategies.
  • Deploys and manages AI/ML applications in cloud environments, ensuring solutions are secure, reliable, performant, and operationally supportable.
  • Implements observability and performance evaluation practices to manage compute resource utilization, performance, and cost efficiency. Works with AI development team to a continuous improvement feedback loop.
  • Ensures AI/ML and agentic solutions comply with data governance, privacy, security, and responsible AI expectations, including HIPAA-aligned practices where applicable.
  • Creates and maintains technical documentation for architectures, models, workflows, operational procedures, assumptions, limitations, and support processes.
  • Troubleshoots complex pipeline, infrastructure, model, and integration issues; implements fixes and drives continuous improvement in operational stability and delivery efficiency.
  • Core Skills:
    Hands-on experience with cloud-native AI/ML services and infrastructure, preferably in Google Cloud Platform (GCP), including services for training, inference, orchestration, and scalable compute
  • Proficiency info MLOps, DevOps, and software engineering practices such as CI/CD, Git-based workflows, containerization, Infrastructure as Code, and automated testing
  • Proficiency with establishing connections via API calls and MCP servers.
  • Strong SQL and data engineering skills with experience in large-scale data processing, backend engineering, and integration across enterprise data platforms
  • Experience with API development and systems integration to embed AI/ML capabilities into enterprise applications and workflows
  • Strong analytical and problem-solving skills with the ability to diagnose issues across data, models, infrastructure, and orchestration layers
  • Excellent communication and collaboration skills with the ability to document and explain technical concepts clearly to both technical and non-technical stakeholders
  • Performs other duties as assigned.


EDUCATION

  • Bachelors Computer Science, Data Science, Engineering, Artificial Intelligence, Machine Learning, Mathematics, Statistics, or a related quantitative field; or 4 years' relevant experience Required


EXPERIENCE

  • 7 years, of progressive experience in DevOps within a Cloud deployment in, AI/ML Ops, data engineering, or related software engineering roles, including at least 3 years deploying and operating AI/ML production workloads. Required


LICENSE AND CERTIFICATIONS

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About HonorHealth

HonorHealth is a non-profit healthcare organization that provides medical services to patients in Arizona. The organization operates six acute care hospitals, outpatient centers, and primary care clinics. HonorHealth's services include cancer care, heart and vascular care, neurosciences, orthopedics, and women's health. The organization also provides research and clinical trials, as well as education and training programs for healthcare professionals. HonorHealth was founded in 2013 and is headquartered in Scottsdale, Arizona.
Learn more about HonorHealth
Size
11,000 employees
Industry
Founded
1962

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