Lysenko, K. and Hordieieva, A. 2025. DYNAMIC NEEDS ANALYSIS IN ESP: INTEGRATING TRADITIONAL APPROACHES AND AI-DRIVEN LABOR MARKET ANALYTICS. Education. Innovation. Practice. 13, 8 (Oct. 2025), 72–78. DOI:https://doi.org/10.31110/2616-650X-vol13i8-010.