Senior Principal Enterprise Data Architect, AI Data Transformation
Core
Strategic partner and governance leader designing enterprise data architecture to make global assets AI-ready, AI-consumable, and AI-trustworthy for supply chain, R&D, and customer operations.
Role type
Senior Principal Enterprise Data Architect (AI Data Transformation)
Builds
Enterprise AI Data Architecture Blueprint, vector database infrastructure, LLM/RAG architectures, cloud data warehouses, and synthetic data generation capabilities.
Domain
Manufacturing/Appliances, Enterprise Data Architecture, Artificial Intelligence Infrastructure
Deliverable
production ML models
Required skills
Enterprise data architecture, AI/ML infrastructure design, vector databases, LLM integration (RAG), cloud data warehousing, Master Data Management, DataOps, statistical validation for AI datasets, TOGAF/Zachman frameworks
Preferred skills
Agile/Waterfall delivery, PMP certification, TOGAF certification, complex supply chain/ERP/PLM/IoT experience
Technologies
BigQuery, Collibra, SAP, Oracle, PLM, IoT platforms
Responsibilities
Lead architectural enhancement of enterprise data layer applying AI-first principles; Define and maintain Enterprise AI Data Architecture Blueprint; Architect enterprise-grade vector database infrastructure and embedding pipelines; Design data architecture for LLM integration and RAG; Architect modern cloud data warehouse and Lakehouse solutions; Govern metadata management, data cataloging, and data lineage; Provide architectural oversight for AI/ML-optimized data pipelines and Enterprise Feature Store.
Seniority
Senior Principal, strategic partner & governance leader