• #Supply and demand
• #Demand forecasting
• #Trade

This study predicted the supply and demand of trade experts from 2021 to 2025 using the exponential smoothing method and ARIMA model, revealing an estimated shortage of 5,705 to 10,392 trade experts per year on average. As the importance of trade is expected to increase due to changes in the global trade environment, the demand for trade experts is likely to increase further, and the supply-demand imbalance is expected to worsen with decreasing supply.