5+ years of practical industry functional operational experience (OpEx/continuous improvement implementation) in factories, including warehouse, production, and distribution performance metrics, KPI development, shopfloor TPM/IWS deployment, OEE/MTBF/C/O analytics, integration of smart factory tools/solutions, and knowledge of workforce readiness programs. Design, implement, and optimize MES solutions supporting production, quality, genealogy, traceability, OEE, electronic batch records, and reporting.