The study developed a program for predicting the employment of graduates based on artificial intelligence technologies and identified the main categories of features that significantly affect the trajectory of their professional employment after graduating from a pedagogical institute. When implementing the experimental work, predictive intellectual modeling was used, which, based on the identification, understanding and processing of big data by machine learning algorithms, allows predicting future events and further supporting the adoption of psychological and pedagogical decisions.