Senior AI Health Cloud Architect — End-to-End Platform

BrightSpring Health Services; Louisville (KY); On-site; USD 180,000 - 260,000; Full time

Job summary

BrightSpring Health Services seeks a seasoned Principal Enterprise Architect to lead end-to-end AI/ML platform engineering within our Health Cloud Platform. You will drive full-stack architecture, API design, and secure integration across healthcare data sources, leveraging Azure and containerized services.

Your role includes guiding multi-disciplinary teams of AI/ML engineers, product managers, and data engineers to deliver scalable, compliant solutions with RAG pipelines, vector databases, and

Qualifications

• 10+ years of experience in solution and platform architecture with focus on AI/ML systems and enterprise integration.
• 15+ years in overall solution architecture.
• Proven experience designing and delivering AI-powered healthcare or pharmacy platforms and solutions.
• Experience with multi-agent systems, RPA tools, and intelligent automation in healthcare.
• Strong experience with API development and integration using .NET, C#, and modern API frameworks.
• Deep understanding of cloud platforms (Azure preferred), containerization (Docker, Kubernetes), and MLOps practices.
• Expertise in Generative AI, RAG architectures, vector databases, and agentic AI orchestration.
• Expertise in healthcare data standards and secure data handling practices.
• Excellent communication and stakeholder engagement skills.

Responsibilities

• Architect and lead the full stack implementation of end-to-end AI/ML platform and solution architectures, ensuring seamless integration with enterprise systems and healthcare data sources.
• Design and develop robust, scalable APIs and microservices using technologies such as .NET, C#, and RESTful services.
• Define and enforce platform and integration architecture standards, including data contracts, API security, service orchestration, and interoperability.
• Collaborate with AI/ML engineers, product managers, API, and data engineers to translate business and clinical requirements into cloud-native, reusable platform capabilities and solution-specific workflows.
• Architect and optimize LLM-based systems, including RAG pipelines, vector databases, and agentic AI frameworks (e.g., LangChain, AutoGen).
• Design and evolve the AI/ML platform architecture, including model lifecycle management, orchestration layers, and reusable AI services.
• Ensure all solutions and platform components are HIPAA-compliant, secure, and aligned with healthcare interoperability standards (FHIR, HL7 etc.).
• Evaluate and integrate third-party AI services, open-source tools, and cloud-native components into the platform.
• Provide architectural leadership across model training, deployment, monitoring, and retraining, ensuring scalability and performance.

Skills

AI/ML systems

Enterprise Architecture

API development

Cloud platforms

MLOps

HIPAA compliance

Security

Communication

LangChain

AutoGen

Education

MS or PhD in Computer Science / AI / related field

Tools

Docker

Kubernetes

RESTful APIs

Azure

Job description

BrightSpring Health Services seeks a seasoned Principal Enterprise Architect to lead end-to-end AI/ML platform engineering within our Health Cloud Platform. You will drive full-stack architecture, API design, and secure integration across healthcare data sources, leveraging Azure and containerized services.

Your role includes guiding multi-disciplinary teams of AI/ML engineers, product managers, and data engineers to deliver scalable, compliant solutions with RAG pipelines, vector databases, and