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The article examines new approaches to labor market regulation, in particular, research and forecasting labor supply and demand by type of economic activity. And it is also investigated that the imbalance between supply and demand in the labor market is observed in almost all types of economic activity. Has been established significance of the influence of seasonal factor on the processes of economic activity of the population. Using neural networks, obtained the predictive values of employment and unemployment in the labor market of Ukraine by types of economic activity based on data from the State Employment Service.

NEURAL NETWORK FORECASTING OF DEMAND AND SUPPLY IN THE LABOR MARKET OF UKRAINE BY TYPES OF ECONOMIC ACTIVITY