End-to-end knowledge of demand and supply planning, production planning, manufacturing, procurement, inventory, warehousing, logistics, transportation, and quality processes. Integration architecture across MES, PLM, Product Compliance, Trade Compliance, CRM/Salesforce, legacy applications, and enterprise data platforms.