Map every initiative to the relevant systems of record (ERP, property management system, CAFM, data warehouse, document management) and clarify where data lives, who owns it, and where integration boundaries sit. * System-of-record literacy — working understanding of how ERP systems, property management systems, and data warehouses fit together and where the boundaries between them sit. * A degree in business administration, industrial engineering (Wirtschaftsingenieurwesen), real estate / Immobilienwirtschaft, finance, or information systems.
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