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Role & responsibilities 10+ years of experience with FinOps data models, cost and usage normalization, and financial data semantics. Hands-on experience implementing or governing FOCUS-aligned schemas (1.1 and 1.3). Ability to reason about schema evolution, compatibility, and downstream consumer impact. Data Architecture Lineage: Proven ability to document field-level lineage and origin traceability. Experience mapping raw telemetry into normalized, analytics-ready schemas. Familiarity with structured data modeling concepts used in enterprise data platforms. Governance Communication: Ability to operate as a standards owner and control authority, not just a contributor. Comfort working across engineering, FinOps, and architecture stakeholders. .