Certifications: One or more advanced methodology certifications such as Six Sigma Master Black Belt, Advanced Lean, PMI advanced credentials (PgMP, PMI-ACP, PMI-RMP), Certified ScrumMaster (CSM), or Prosci Change Management, with demonstrated expertise across multiple process improvement frameworks and business contexts. Experience: 8+ years of experience in operational excellence, process improvement, program management, or similar roles with increasing responsibility and demonstrated results across multiple business domains, showing progression from single-domain optimization to multi-domain strategic program coordination.