SCAN Group is looking to design the foundation that makes intelligent systems scale for their enterprise, specifically to tackle the most pressing issues facing older adults in the United States.
Requirements
- Proficiency in Azure AI Foundry, Azure AI Services (Language, Vision, Speech, Content Understanding), Azure AI Search, Azure ML, Databricks, and Fabric.
- Familiarity with model registries, MLOps, and deployment frameworks (CI/CD, containers, APIs).
- Proven ability to design scalable, secure, and modular cloud architectures for AI and data workloads.
- Strong understanding of network design, IAM, data governance, and enterprise integration patterns.
- Knowledge of LLM architectures, retrieval-augmented generation, embedding pipelines, and evaluation frameworks.
- Experience enabling RAG and multi-agent applications through Azure AI Foundry and related SDKs.
- Understanding of data modeling, knowledge graphs, and semantic search design.
Responsibilities
- Define the end-to-end reference architecture for AI and data/storage systems across Azure AI Foundry, Azure AI Services, Azure AI Search, Azure Databricks/Fabric, and Snowflake.
- Design integration blueprints for RAG workflows, data pipelines, agentic frameworks, and our enterprise GPT solution.
- Establish standards for model deployment, versioning, prompt management, and telemetry within Azure AI Foundry.
- Build and maintain scalable cloud environments for model training, evaluation, and inference.
- Oversee vector database design (Azure AI Search or equivalent) and integration with Snowflake/Fabric data hubs.
- Implement high-availability, cost-optimized compute and storage strategies for AI workloads.
- Design pipelines and event-driven architectures using Azure Functions, Logic Apps, and API Management.
Other
- Adept at influencing cross-functional stakeholders and translating architecture into actionable guidance.
- Comfortable working in a fast-evolving environment balancing experimentation with operational rigor.
- Strong written and verbal communication skills for technical and executive audiences.
- Actively support the achievement of SCAN’s Vision and Goals.
- Other duties as assigned.
