Senior Semantic AI Analyst
Core
Lead semantic design, governance, and validation frameworks for Distribution subject areas to ensure trusted data assets for reporting, self-service analytics, and AI-driven insights.
Role type
Senior IC semantic data product manager / analyst
Builds
Semantic layers, metric logic, entity models, and validation frameworks for Distribution
Domain
Financial services / Asset management / Distribution analytics
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Semantic-layer design, metric governance, entity modeling, SQL, KPI governance, lifecycle management, cross-functional facilitation
Preferred skills
Financial services analytics, AI/BI enablement, roadmap planning
Technologies
SQL
Responsibilities
Define standards for naming, entity modeling, metric logic, and lifecycle management; Partner with stakeholders to resolve ambiguous concepts and prioritize semantic roadmaps; Design validation frameworks to measure semantic accuracy and business usefulness; Lead impact assessments for semantic changes across BI and AI systems; Mentor analysts and set review standards for semantic definitions.
Seniority
Senior, hands-on IC
