An analysis of the 2021 announcements showed that the requirements for professional competencies in specialties and educational programs have remained stable over the last 5–6 years. Their list of specialties and educational programs is presented in the author’s monograph [18]. As an example, we present the results of the analysis of announcements in 2021 for vacancies in the specialty «Entrepreneurship, trade, exchange activities» (see Table 2.5).

The parameter «e» from the vacancy formula V_i{a, b, c, d, e} refers to personal competencies.

Research 2021 has shown that regardless of specialties, educational programs personal competencies, including Soft Skills have their own hierarchy. According to the number of vacancies in which employers require them, the most in demand are sociability and responsibility (Table 2.6).