Principal AI Data Strategy Lead
Core
Define enterprise AI data architecture, governance, and readiness to support automated classification, agentic workflows, and RAG tools.
Role type
Staff/Principal AI Data Strategy Lead
Builds
Enterprise data ecosystem standards, contracts, observability frameworks, and RAG readiness architecture.
Domain
Enterprise Data Engineering & AI Infrastructure
Deliverable
production ML models | infrastructure
Required skills
Enterprise data architecture, data governance, data quality frameworks, SQL, Python, workflow orchestration (Airflow), CI/CD for data pipelines, vector search/RAG concepts, security/privacy compliance.
Preferred skills
Cross-functional stakeholder alignment, mentorship of engineers/analysts, cost attribution architecture.
Technologies
Airflow, SQL, Python
Responsibilities
Define enterprise AI data architecture vision and reference architectures; Establish data contracts and govern schema evolution; Implement enterprise data quality frameworks and observability dashboards; Standardize ingestion, processing, and orchestration patterns; Drive foundational architecture for RAG and semantic search; Define secure access patterns and enforce security baselines.
Seniority
Principal, strategy & mentorship