MLOps Staff Cloud Engineer

Introduction

Do you want to join an organization that invests in you as a Staff Cloud
Engineer? At HCA Healthcare, you come first. HCA Healthcare has committed up
to $300 million in programs to support our incredible team members over the
course of three years.

Benefits

HCA Healthcare, offers a total rewards package that supports the health, life,
career and retirement of our colleagues. The available plans and programs
include:

• Comprehensive medical coverage that covers many common services at no cost or for a low copay. Plans include prescription drug and behavioral health coverage as well as free telemedicine services and free AirMed medical transportation.
• Additional options for dental and vision benefits, life and disability coverage, flexible spending accounts, supplemental health protection plans (accident, critical illness, hospital indemnity), auto and home insurance, identity theft protection, legal counseling, long-term care coverage, moving assistance, pet insurance and more.
• Free counseling services and resources for emotional, physical and financial wellbeing
• 401(k) Plan with a 100% match on 3% to 9% of pay (based on years of service)
• Employee Stock Purchase Plan with 10% off HCA Healthcare stock
• Family support through fertility and family building benefits with Progyny and adoption assistance.
• Referral services for child, elder and pet care, home and auto repair, event planning and more
• Consumer discounts through Abenity and Consumer Discounts
• Retirement readiness, rollover assistance services and preferred banking partnerships
• Education assistance (tuition, student loan, certification support, dependent scholarships)
• Colleague recognition program
• Time Away From Work Program (paid time off, paid family leave, long- and short-term disability coverage and leaves of absence)
• Employee Health Assistance Fund that offers free employee-only coverage to full-time and part-time colleagues based on income.

Learn more about Employee Benefits
_Note: Eligibility for benefits may vary by location._
You contribute to our success. Every role has an impact on our patients’ lives
and you have the opportunity to make a difference. We are looking for a
dedicated Staff Cloud Engineer like you to be a part of our team.

Job Summary and Qualifications

Position Summary:
The Staff Cloud Engineer role on the MLOps team is ideal for individuals
passionate about leveraging cloud technologies to support and scale machine
learning operations. You will work closely with HCA ITG leaders, data
scientists, project managers, enterprise architects, and other technical teams
to deliver solutions that enable seamless machine learning model deployment,
monitoring, and lifecycle management, while adhering to HCA policies and
industry best practices.
This position will focus on architecting, optimizing, and automating MLOps
workflows within Google Cloud Platform (GCP), with Azure as an accepted
alternative when necessary. Responsibilities include ensuring that machine
learning models are deployed in a secure, scalable, and efficient manner, with
strong governance and cloud infrastructure management.
Major Responsibilities:
• Demonstrate Leadership in MLOps
Define and implement strategies for MLOps, focusing on scalable, automated,
and secure machine learning operations in a GCP environment. This includes
model versioning, deployment, monitoring, and lifecycle management.
• Enable End-to-End Machine Learning Pipelines
Architect and implement CI/CD pipelines for machine learning models, enabling
automated model training, testing, deployment, and retraining. Collaborate
with data scientists to operationalize models.
• Promote Infrastructure as Code (IaC)
Develop and maintain IaC solutions for MLOps workflows using Terraform or
similar tools, focusing on standardization and repeatability across
environments.
• Collaboration with External Teams and Partners
Partner with Cloud providers to provide feedback, shape product roadmaps, and
ensure services meet HCA’s MLOps requirements.
• Collaborate with Internal Teams and Partners
Work with Security and Enterprise Architecture teams to ensure all deployed
models comply with security guidelines, data privacy laws, and governance
standards, especially around data handling and model interpretability.
• Documentation and Knowledge Sharing
Develop and maintain thorough documentation, including configuration guides,
architectural diagrams, and best practice documentation for MLOps. Share
knowledge across teams to standardize MLOps processes.
• Drive Continuous Improvement in MLOps Tools and Practices
Evaluate emerging MLOps tools, frameworks, and technologies, identifying
opportunities for improvement in current workflows and recommending tools to
increase automation, efficiency, and reliability.
Education & Experience:
• Bachelor’s degree preferred.
• 5+ years of experience in cloud focused MLOps, DevOps, or related role,
preferably in a mid-sized to large organization.
• GCP Professional Cloud Architect or equivalent certification preferred.
Preferred Skills:
• Strong knowledge of GCP services (e.g., Vertex AI, BigQuery, Dataflow, Cloud
Storage).
• Proficiency with CI/CD tools (e.g., GitHub Actions, Jenkins) and MLOps
platforms.
• Knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) and
model serving techniques.
• Solid understanding of cloud architecture and infrastructure optimization.
• Strong communication and leadership skills.
HCA Healthcare has been recognized as one of the World’s Most Ethical
Companies® by the Ethisphere Institute more than ten times. In recent years,
HCA Healthcare spent an estimated $3.7 billion in cost for the delivery of
charitable care, uninsured discounts, and other uncompensated expenses.
> “Good people beget good people.”- Dr. Thomas Frist, Sr.
> HCA Healthcare Co-Founder
We are a family 270,000 dedicated professionals! Our Talent Acquisition team
is reviewing applications for our Staff Cloud Engineer opening. Qualified
candidates will be contacted for interviews. Submit your resume today to
join our community of caring!
We are an equal opportunity employer and value diversity at our company. We do
not discriminate on the basis of race, religion, color, national origin,
gender, sexual orientation, age, marital status, veteran status, or disability
status.
Apply