Lead Solution Architect, Customer Analytics, EDW & AI
Core
Designing enterprise-grade technical architecture for customer analytics, enterprise data warehouse integrations, reporting products, APIs, semantic models, and AI-enabled data products.
Role type
Lead Solution Architect (Data & AI)
Builds
Scalable, secure, and reliable platforms delivering actionable insights via dashboards, APIs, semantic layers, and intelligent AI-powered experiences.
Domain
Healthcare technology, Enterprise Data Warehousing, Generative AI
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Enterprise solution architecture, Large-scale EDW integrations, Cloud-native architecture, Retrieval-Augmented Generation (RAG), Agentic AI frameworks, LLM orchestration, Vector search, Azure-based AI governance, Data modeling, ELT/ETL patterns, API design, Semantic modeling
Preferred skills
None stated
Technologies
Snowflake, Databricks, Spark, SQL, Azure OpenAI, Azure AI Foundry, Azure AI Search, Vector databases
Responsibilities
Define target architecture for customer analytics and AI products; Establish architecture standards and reference implementations; Translate business requirements into scalable architecture designs; Lead design reviews for high-impact initiatives; Drive performance tuning and cost governance across storage and compute layers; Design architecture patterns for structured and unstructured data consumption by AI solutions; Define metadata, lineage, and governance strategies; Architect semantic layers and knowledge graphs; Define architecture patterns for conversational analytics and autonomous workflow orchestration; Lead integration of enterprise data products with Azure AI services; Establish AI governance practices covering responsible AI and model monitoring; Mentor engineers on architecture patterns and operational readiness; Embed security by design including authentication, authorization, and encryption; Lead architecture reviews, risk assessments, and threat modeling.
Seniority
Senior, hands-on IC with leadership responsibilities