Enterprise Solution Architect, AI Health Cloud

BrightSpring Health Services; Louisville (KY); On-site; USD 180,000 - 320,000; Full time

Job summary

BrightSpring Health Services seeks an experienced Enterprise Architect to lead the end-to-end architecture of an AI-enabled Health Cloud Platform serving clinical, pharmacy, and operational workflows.

You will define governance across cloud, data, AI, and application layers, driving scalable, secure, and compliant solutions using Azure, Databricks, and open-source frameworks while collaborating with cross-functional teams.

Qualifications

• 10+ years of experience architecting end-to-end enterprise cloud solutions.
• Deep expertise in Azure cloud architecture (compute, storage, networking, security).
• Strong experience with Databricks and modern data platforms (lakehouse architecture, data pipelines).
• Proficiency in .NET/C# application architecture and microservices-based design.
• Hands-on experience with AI frameworks (LangChain, MLflow, Hugging Face).
• Knowledge of interoperability standards (FHIR, HL7, REST APIs).
• Experience with AI/GenAI platforms, including RAG, vector search, and agent-based systems.

Responsibilities

• Define and lead enterprise architecture strategy for AI Health Cloud across compute, storage, network, security, data, and applications.
• Architect end-to-end cloud-native solutions on Azure, integrating Databricks, AI/ML services, and open-source frameworks.
• Design and implement intelligent automation leveraging RPA, Generative AI, and agentic frameworks.
• Architect scalable AI/ML and GenAI pipelines, including RAG, vector databases, and agent-based systems.
• Establish patterns for event-driven systems with eventing, pub-sub, queuing, and streaming architectures.
• Lead application architecture using .NET, C#, and microservices for high performance and resiliency.
• Define API-first interoperability frameworks enabling integration across clinical and pharmacy platforms (FHIR, HL7, APIs).
• Architect secure, HIPAA-compliant solutions with governance and enterprise security.

Skills

Enterprise architecture

Azure cloud

Databricks

AI platforms

Generative AI

Agentic AI

RAG

MLOps

CI/CD

Docker

Kubernetes

LangChain

Open-source

Education

Bachelor’s or Master’s degree in Computer Science/Engineering

Tools

Databricks

Azure

Kubernetes

CI/CD

Docker

LangChain

MLflow

Hugging Face

Job description

Our Company

BrightSpring Health Services

Overview

We are seeking a highly experienced Enterprise Architect to lead the end-to-end architecture of our AI-enabled Health Cloud Platform, supporting clinical, pharmacy, and operational workflows.

This role is responsible for defining and governing enterprise architecture across cloud, data, AI, and application layers, driving scalable, secure, and compliant solutions leveraging Azure, Databricks, open-source technologies, and modern application frameworks.

You will collaborate with cross-functional teams to architect next-generation AI platforms, including Generative AI, Agentic AI, RAG, intelligent automation, and Computer Using Agents, ensuring alignment with healthcare interoperability and compliance standards.

Responsibilities

• Define and lead enterprise architecture strategy for AI Health Cloud across compute, storage, network, security, data, and application layers.
• Architect end-to-end cloud-native solutions on Azure, integrating Databricks, AI/ML services, and open-source frameworks.
• Design and implement intelligent automation solutions leveraging RPA (Automation Anywhere / UiPath), Generative AI, and agentic frameworks.
• Architect scalable AI/ML and GenAI pipelines, including RAG, vector databases, and agent-based systems.
• Establish architecture patterns for event-driven systems, including eventing, pub-sub, queuing, and streaming architectures.
• Lead application architecture using .NET, C#, and microservices patterns, ensuring high performance and resiliency.
• Define API-first and interoperability frameworks, enabling integration across clinical and pharmacy platforms (FHIR, HL7, APIs).
• Architect secure, compliant solutions aligned to HIPAA, enterprise security, identity, encryption, and governance standards.
• Partner with platform teams to design and scale Databricks lakehouse architectures (Medallion: Bronze/Silver/Gold).
• Govern architecture decisions, design standards, and reusable frameworks across OLTP and analytics applications, ensuring enterprise-wide consistency, scalability, performance, and seamless integration between transactional and analytical ecosystems.
• Lead evaluation and integration of RPA/CUA tools, APIs, orchestration platforms, and emerging technologies.
• Mentor engineering teams and drive a culture of architectural rigor, innovation, and engineering excellence.
• Document architecture decisions, frameworks, and operational playbooks.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Engineering, or related field.
• 10+ years of experience architecting end-to-end enterprise cloud solutions.
• Deep expertise in Azure cloud architecture (compute, storage, networking, and security).
• Strong experience with Databricks and modern data platforms (lakehouse architecture, data pipelines).
• Proficiency in .NET / C# application architecture and microservices-based design.
• Hands-on experience with open-source technologies and AI frameworks (e.g., LangChain, MLflow, Hugging Face).
• Strong understanding of distributed systems, including:
  • Event-driven architecture
  • Pub-sub and messaging systems
  • Queuing and streaming frameworks
  • API gateway and integration patterns
• Experience designing secure, HIPAA-compliant healthcare platforms, including data governance.
• Knowledge of interoperability standards (FHIR, HL7, REST APIs).
• Proven experience delivering large-scale, mission-critical platforms in regulated environments.
• Strong communication skills with the ability to influence executive stakeholders and cross-functional teams.
• Experience with AI/GenAI platforms, including RAG, vector search, and agentic systems.
• Experience with MLOps and AI lifecycle management (MLflow, CI/CD, model governance).
• Familiarity with containers and orchestration (Docker, Kubernetes, AKS).
• Experience with multi-cloud or hybrid cloud architectures.

Preferred Qualifications

• Background in clinical, pharmacy, or PBM systems.
• Contributions to open-source projects or architecture communities.

About our Line of Business

BrightSpring Health Services provides complementary home- and community-based health solutions for complex populations in need of specialized and/or chronic care. Through the Company’s service lines, including pharmacy, home health care, and rehabilitation, we provide comprehensive and more integrated care and clinical solutions in all 50 states to over 475,000 customers, clients and patients daily. BrightSpring has consistently demonstrated strong and industry-leading quality metrics across its services lines, while improving the health and quality of life for high-need individuals and reducing overall healthcare system costs.For more information, please visit www.brightspringhealth.com. Follow us on Facebook, LinkedIn, and X.