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Build a governed metrics layer on top of a data warehouse: model conformed customer, account, product and contract entities across several business systems, author versioned metric definitions, and expose them to analysts and AI agents through permissioned tools. Requires strong SQL and Python, grain and key reasoning, experience owning metric definitions, and daily AI tool use.