Demonstrated AI experience — practical, hands-on use of AI or machine-learning tools in a finance or accounting context, such as automating reconciliations and close tasks, AI-assisted document and invoice processing, anomaly and fraud detection, or AI-supported research and drafting. Proficiency in NetSuite (or a comparable enterprise ERP such as SAP, Oracle, or Workday) and advanced Excel, including complex models, pivot tables, Power Query, and large-dataset work.