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HCA Healthcare · 2 hours ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

5+ years exp

HCA Healthcare is a leading healthcare provider, and they are seeking a Senior Machine Learning Engineer to drive the implementation of AI Platform capabilities within an embedded product team. The role focuses on actively contributing to AI development, writing high-quality code, and ensuring effective adoption of platform capabilities to accelerate AI delivery.

BiotechnologyHealth CareHospitalMedicalPrimary and Urgent Care

No H1B

Responsibilities

Actively contribute to AI/MLOps development within assigned product team

Implement platform capabilities and patterns effectively

Write high-quality, maintainable code following team standards

Develop and maintain ML systems using platform capabilities

Implement robust CI/CD pipelines for ML models

Ensure proper testing and validation of ML systems

Balance team-specific needs with platform standardization

Champion platform adoption within a team

Follow and help refine platform patterns and best practices

Identify opportunities for leveraging platform capabilities

Provide feedback on platform features and usability

Help validate platform patterns through direct implementation

Share knowledge and experiences with other MLEs

Contribute to platform documentation and examples

Participate in code reviews with focus on platform patterns

Implement and maintain ML pipelines using platform tools

Document technical decisions and implementations

Follow established best practices and standards

Contribute to technical discussions and design reviews

Work closely with product team to understand AI development needs

Provide implementation feedback to platform team

Participate in technical discussions and knowledge sharing

Help identify opportunities for platform improvement

Qualification

ML engineeringPython developmentCI/CD pipelinesML workflowsMLOps best practicesML MonitoringML Development LifecycleTechnical discussionsKnowledge sharingCollaboration

Required

Bachelor's degree - Required

5+ years of experience in software engineering with a focus on ML and AI System Engineering - Required

Strong technical background in ML engineering with demonstrated coding expertise - Required

Strong Python development expertise with focus on ML systems and AI/MLOps - Required

Familiarity of ML workflows and operational requirements - Required

Hands-on experience implementing model CI/CD pipelines - Required

Experience with modern Python development practices including type checking, testing frameworks, and package management - Required

History of successful collaboration with product teams - Required

Familiarity with ML Development Lifecycle management and MLOps best practices - Required

Familiarity of ML Monitoring and observability - Required

Preferred

Master's degree - Preferred

Experience working in as an embedded engineer in a cross-function product team - Preferred

Experience with LLMs and Infrastructure - Preferred

Familiarity integrating with feature stores, feature caches and model serving platforms - Preferred

Understanding of ML/AI platform tooling and patterns - Preferred

Familiarity with Distributed model training - Preferred

Hands-on experience with Kubeflow, Argo, MLFlow or other ML/AI Training orchestrators - Preferred

Familiarity of ML/AI metadata tools and model registries – Preferred

Hands-on experience with Terraform or other IaC tools - Preferred

Hands on experience building ML/AI solutions on GCP and Vertex AI - Preferred

Familiarity with ML model lifecycle and common ML libraries (PyTorch, scikit-learn, XGBoost, AutoGluon, CatBoost, TensorFlow, Keras) - Preferred

Familiarity with major LLM Models (Gemini, Cluade, ChatGPT, DeepSeek, LLaMA) - Preferred

Experience with FastAPI and async Python development - Preferred

Familiarity with modern Python tooling (uv, mypy, ruff, bandit) - Preferred

Experience with prompt management and versioning systems - Preferred

Understanding of RAG architectures and token optimization - Preferred

Experience writing and optimizing ML/AI tooling and components in C++ or Rust - Preferred

Experience with LLMs and Infrastructure - Preferred

Experience integrating with feature stores, feature caches and model serving platforms – Preferred

Company

HCA Healthcare

Glassdoor3.3

HCA Healthcare provides medical education and healthcare services in locally managed facilities. It is a sub-organization of North Florida Endoscopy Center.

Founded in 1968

Nashville, Tennessee, USA

10001+ employees