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If you manage candidate records in Oracle Cloud HCM, you already know the problem: duplicate skill entries, inconsistent job titles, and degree abbreviations that never match. These data quality gaps slow down your recruiters, weaken search results, and make reporting unreliable. Oracle HCM data standardization depends on a structured approach to taxonomy and reference data management, and that is exactly what this article covers.
