Contents:
- Masters earn more than bachelors
- The highest demand is for graduates in IT. But an IT degree is not a guarantee of a good job.
- Doctors are in a better position than teachers.
- Retail as a career limit.
- A prestigious university, a diploma with honors, and work experience as salary pluses.
- Relocation is the main factor in successful employment.

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Find out moreThe quality of online courses on professions is determined primarily Employment outcomes of graduates. Employment success is assessed both by obtaining the desired job and by the level of income achieved after completing the courses. Effective educational programs provide not only theoretical knowledge but also practical skills that facilitate successful integration into the labor market. Therefore, the choice of online courses should be based on their ability to prepare students for real-world professional conditions and help them achieve financial independence.
In traditional universities and colleges, the quality of education is often determined by the level of assimilation of the educational material, which is reflected in student test scores and grades. However, for a more complete picture, it is important to consider the income of graduates of various educational programs. These data formed the basis for the report by the Higher School of Economics, "Higher Education Graduates in the Russian Labor Market: Trends and Challenges," which analyzes current trends and problems faced by graduates in the labor market.
Sergey Roshchin, Vice Rector of the Higher School of Economics and Head of the Laboratory for Labor Market Research, presented his report at a roundtable discussion held as part of the XXIII Yasin International Academic Conference. The conference, dedicated to current issues in economic and social development, was organized by the National Research University Higher School of Economics.
This report is one of the first publications based on the analysis of Rostrud's Graduate Employment Monitoring. Its distinctive feature is the extensive nature of the data: it covers information on all graduates of educational institutions over various years. Data from educational institutions was linked via SNILS numbers to employment data collected in Pension Fund databases. This approach provides a complete picture of graduate employment and its dynamics, which is an important tool for analyzing the labor market situation.
Some graduates are not included in the monitoring because they continue their education or work abroad (or in Russia, but without official employment). Graduates working in law enforcement agencies are also not included in the monitoring. Approximately 7% of the data is lost due to errors. However, despite these nuances, Rostrud's Monitoring remains the most comprehensive database on the employment of graduates from schools, secondary vocational educational institutions, and universities.
The report presented at the Yasin Conference is based on data on bachelor's, specialist's, and master's degree graduates in 2018. The information is current as of the end of 2021, when most graduates were successfully employed or continued their education. Analysis of this data allows us to assess labor market trends and the level of demand for specialists.
In this article, we discuss the main findings of the study. The study identified key trends and important factors influencing the topic under consideration. Data analysis revealed a significant correlation between the identified aspects, which may be useful for further study and practical application. We'll highlight the most important points to better understand the nature of the research and its significance in the current context.
Masters Earn More Than Bachelors
Let's start with general assessments. It's important to keep in mind that a successful project evaluation depends on many factors, including its objectives, target audience, and expected results. A thorough analysis is necessary to identify strengths and weaknesses, as well as opportunities for improvement. An effective evaluation not only helps you understand the current situation but also outlines a strategy for further development. The use of assessment methods helps to identify key performance indicators and contributes to the optimization of all processes.
- 69% of 2018 bachelor's degree graduates were officially employed in the fall of 2021;
- their average salary at that time was 53.5 thousand rubles.
2018 master's degree graduates demonstrated strong results, outperforming bachelor's degree graduates in key indicators. Their achievements in academic and professional training confirm the quality of education received in the master's program and emphasize the importance of further education for a successful career.
- 77.5% were officially employed;
- their average salary was 75.2 thousand rubles.
A high level of education can indeed increase the value of a graduate in the labor market. Research shows that employers more often prefer candidates with a higher education, which is associated with their deeper knowledge and skills. This can also open up access to more attractive job openings and higher salaries. Therefore, obtaining a higher education is becoming an important factor for a successful career in the modern world. Master's degrees differ from Bachelor's degrees not only in the details of their diplomas. Firstly, master's degrees are usually older and have more significant professional experience. Secondly, a master's degree actually affects salary levels. For example, Bachelor's degree holders who completed their master's degree in 2021 earn an average of 58,600 rubles, which is higher than their peers without a master's degree. This confirms the importance of continuing education to improve competitiveness in the job market. To improve search engine visibility and increase interest in your content, it is important to optimize your text. We suggest you consider the following recommendations to help make your text more attractive and informative. Firstly, make sure your text contains keywords that are most relevant to your topic. This will help search engines correctly index your content and improve its ranking. Be sure to include keywords in headings, subheadings, and body text.
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Masters degrees earn higher salaries compared to bachelor's degrees. This is because a master's degree opens the door to more skilled and higher-paying positions across various industries. Employers often prefer candidates with a master's degree, which promotes higher wages and career opportunities. Therefore, obtaining a master's degree can be a profitable investment in your future and significantly improve your financial stability.
IT graduates are in the highest demand. But an IT degree is not a guarantee of a good job
The high employment rates of graduates in computer science and mathematics confirm the relevance and demand for these specialties in the labor market. Graduates, possessing the necessary knowledge and skills, find work in various fields, including IT, finance, and scientific research. This demonstrates that an education in computer science and mathematics opens broad prospects for career advancement and financial stability. Given the dynamic development of technology and the need for qualified specialists, it can be argued that these areas remain among the most promising for future students.
- 77.8% of bachelor's and 82.6% of master's degree holders were employed by the fall of 2021;
- their average salaries are 102.1 and 123.7 thousand rubles, respectively.
For these graduates, higher education has become the key to accessing high-paying vacancies. Obtaining a diploma opens new opportunities in the labor market and promotes career advancement. Higher education not only increases the chances of successful employment but also allows for more prestigious positions with a competitive salary.
Average scores do not always reflect existing imbalances. This imbalance is observed primarily between different regions. The difference in indicators can be significant, which requires attention to each region separately. It is important to consider the factors influencing these differences in order to better understand the situation and develop strategies to eliminate them.
- Graduates of universities in the Sverdlovsk region, Moscow, and St. Petersburg with degrees in computer and mathematical sciences have average salaries exceeding 100,000 rubles.
- Graduates of the same specialties and fields of study from universities in the North Caucasus Federal District earn an average of 39,000.
- In some regions of other districts, the figures are even lower: for example, in the Bryansk region - 25,500 rubles, the Komi Republic - 37,500, and Kalmykia - 31,800.
Secondly, there is an obvious gender imbalance. This aspect impacts various spheres of life, including employment, education, and social relations. Gender inequality manifests itself in differences in wages, career opportunities, and access to resources. It's important to recognize that eliminating gender imbalances is a key step toward achieving justice and equality in society. Taking steps to improve the situation can contribute to a more harmonious development for all members of society, regardless of gender.
- If we divide all graduates in computer and mathematical sciences into men and women, the average salary of the former will be 125.3 thousand rubles, while that of the latter is 85.8 thousand.
In both cases, the low salaries are explained by the fact that a significant portion of graduates do not find employment in the information technology and communications sector, where income levels are higher. Unusually, many of them choose teaching.
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In the North Caucasus Federal District, only 13.6% of graduates in computer and mathematical sciences find employment in the corresponding segment of the economy, while 48.9% find work in the education sector. The situation is radically different in other federal districts. For example, in the Southern Federal District, 47.4% of graduates with degrees in these specialties work in the information and communications sector, while only 14.1% choose a career in education. This underscores the importance of analyzing graduate employment and the need to adapt educational programs to labor market demands.
The differences in the distribution of jobs in the information and communications sector may be due to a lack of vacancies in some regions or the low competitiveness of university graduates. This may indicate problems with the quality of education. In various parts of the report, HSE researchers examine both of these aspects, emphasizing the importance of analyzing both job availability and the level of specialist training.
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The expert proposed training IT specialists not at universities, but directly in companies in the industry. This decision is due to the need to adapt educational programs to rapidly changing market demands and the needs of employers. Hands-on training in real-world settings fosters a deeper understanding of the profession and allows students to immediately apply their acquired knowledge in practice. This approach can improve the quality of training and make graduates more competitive in the information technology field.
The gender imbalance in computer science and mathematics is noticeable throughout the country. Female graduates with degrees in these fields are more likely than men to choose jobs in non-monetary sectors. Specifically, they are twice as likely to choose a career in education. This highlights the need to analyze the factors influencing women's career choices in STEM fields and develop strategies to attract them to more lucrative fields.
Job stability and social benefits can play an important role for women in the workforce. However, as Sergey Roshchin noted at the presentation of his report, these advantages are not always decisive. It is important to consider that for many women, not only financial security is important, but also the opportunity for professional growth, work-life balance, and a comfortable work environment. These aspects can significantly influence job choice and career satisfaction.
Working in schools with the stated salary level cannot be considered secure. A salary of 15,000 rubles does not provide the necessary level of financial security for workers, even in the public sector. This level of income does not meet the requirements for a stable existence and does not create confidence in the future. It is necessary to reconsider the approach to remuneration in educational institutions in order to ensure decent conditions for teachers and increase the attractiveness of the profession.

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Women face numerous barriers that prevent them from entering engineering and IT. One of the main obstacles is the stereotypical perception of these professions as male-dominated. Society often views women in technical fields with distrust, which can reduce their self-confidence and motivation.
A lack of role models also plays a significant role. Women, not seeing successful representatives of their gender in engineering and IT, may doubt their capabilities and prospects in these fields. Educational institutions and companies should actively promote the success stories of women working in these fields to inspire and support future generations.
Another significant barrier is the lack of sufficient support and mentorship. Women starting careers in engineering and IT often lack access to resources and networks that could help them develop and find jobs. Establishing mentoring and support programs can make a significant difference.
Furthermore, cultural and social norms can put pressure on women to choose more traditional professions. It is important to create an inclusive atmosphere in educational institutions and workplaces where all professionals, regardless of gender, feel valued and respected.
Overcoming these barriers requires a joint effort by society, educational institutions, and businesses to create equal opportunities for women in engineering and IT professions.
Medical Professionals Are Better Off Than Teachers
The salaries of education and teaching science graduates remain among the lowest among all categories mentioned in the report. Only agricultural graduates have a lower income level. This highlights the need to enhance the status of the teaching profession and improve working conditions for education specialists.


Medical graduates demonstrate relatively high incomes, which can be explained by the "coronavirus" payments received by doctors. Statistics show that doctors have some of the highest employment rates, reaching 84%. Moreover, 77% of them find work in their specialty in healthcare institutions. These data underscore the stability and demand for medical professions in the modern labor market.
Graduates in the field of education and pedagogy have high employment rates, accounting for 76% of bachelor's degree holders and 81% of master's degree holders. Moreover, 62% of them find work in the field of education. However, such dedication to the profession does not lead to material advantages within any of the country's federal districts.

The authors of the report argue that the low salaries of graduates in this category are not an indicator of the low quality of their education. On the contrary, they rather point to the problem of underfunding of the entire general education system.

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Teachers' salaries: current situation and prospects
In recent years, the issue of salaries The issue of teacher salaries is becoming increasingly important. Teachers play a key role in the education system, and their work must be adequately valued. However, despite the importance of the profession, many teachers face low incomes, which creates significant problems in the education sector.
Increasing teachers' salaries is necessary to attract and retain qualified specialists. This will not only improve the quality of education but also enhance the prestige of the profession. Importantly, salary levels directly impact teachers' motivation and performance.
Despite some positive changes in education funding, the problem of low salaries remains pressing. Systemic measures are needed to improve teachers' financial situation, including regular raises and additional incentives.
Therefore, the issue of teachers' salaries requires a comprehensive approach and attention from the state and society. Sustainable development of the education system is possible only if teachers are adequately compensated.
Retail as a Career Limit
The situation with agricultural graduates is complex, but the reasons differ from those observed for teachers. Among 2018 graduates, only 15.4% found work directly in the agricultural sector. This highlights the need to analyze the factors influencing the employment of specialists in the agricultural sector.
Graduates with agricultural degrees often find work in other industries, not remaining in their specialty, as do teachers, who remain in low-income sectors. Despite this, they still receive some of the lowest salaries in the labor market. This indicates the need to reconsider approaches to training specialists and assessing their competitiveness in other sectors of the economy.
According to the report's authors, this indicates the low quality of education available in the agricultural labor market. Speaking at the presentation, Sergei Roshchin noted that a degree in an agricultural specialty does not yield the expected returns. This highlights the need to reform educational programs to meet modern requirements and increase the competitiveness of specialists in the agricultural sector.

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Mistakes in career choices can negatively impact both graduates and the education system as a whole. Poor career decisions lead to disappointment and decreased motivation among students, which impacts their academic performance and overall development. Graduates who are not comfortable with their chosen career often face difficulties in the labor market, which can lead to unemployment or the need to take additional courses to obtain a new qualification.
The education system is also harmed, as ineffective teaching and unsuitable majors lead to dissatisfied students and their parents. This can reduce trust in educational institutions and reduce the number of applicants, which in turn will negatively impact the funding and quality of educational programs.
It is important for graduates to make informed career choices based on their interests and abilities. By providing career counseling and testing, educational institutions can help students make the right choice, which will increase their satisfaction and success in the labor market. Thus, the right career choice not only improves the personal lives of graduates but also contributes to the development of the entire educational system.
The highest salaries are earned by specialists working in mining, information and communications technology, and the financial and insurance sectors. These sectors together account for 17.6% of the total number of graduates in 2018.

In the information and communications sector, technical specialists, such as graduates of mathematics, computer science, and engineering specialties, earn significantly above-average salaries. These professions are in high demand in the labor market, which determines their competitive incomes. Engineers, programmers, and mathematicians are in demand across a variety of industries, including IT, telecommunications, and software development, making their career prospects particularly attractive.
In the mining sector, graduates, even with a teaching degree, earn an average of 71,600 rubles. By comparison, specialists in the humanities earn around 78,800 rubles. These figures highlight the significant differences in income levels across different sectors of the workforce.
By the end of 2021, half of the 2018 graduates continued to work in low-wage sectors. These sectors include education, science, manufacturing, and trade. Of these sectors, only science offers salaries that significantly exceed the national average. This underscores the importance of raising salaries in these sectors to attract and retain qualified professionals. Trade has attracted the attention of many authors. It employs not only specialists with engineering or natural science backgrounds, but also people with various educational backgrounds. This creates diversity in the professional environment of trade. The average salary in this sector reaches 49,400 rubles, making it attractive to job seekers. Trade offers opportunities for career growth and development, further increasing interest in this field. Trade as an industry ranks low in terms of salary levels. While this statement does not apply to all workers, it is worth noting that this sector faces a number of issues related to the quality of education and professional training. Sergey Roshchin expressed the opinion that trade may be perceived as a place for those who have not achieved success in other fields. It is important to note that to improve job quality and income levels, attention must be paid to educational programs and the professional development of employees in the retail sector.
Retail, as indicated in the report, occupies a special place in the labor market, attracting unemployed graduates regardless of their professional skills. This means that many who were unable to find work in their field are entering the retail sector. A striking example is the situation with graduates of economics faculties, who often end up in retail due to a lack of vacancies in their field. Thus, retail is becoming not only a platform for employment but also a kind of "shelter" for specialists whose knowledge and skills were not in demand in the market.
Roshchin noted that some graduates of prestigious universities in economics and management successfully integrate into fintech and other high-tech sectors. At the same time, graduates with less-quality training often choose a career in retail. The example of economists vividly illustrates the internal heterogeneity of education quality, which in turn leads to diverse career trajectories. This underscores the importance of raising the standards of educational programs to improve the professional prospects of graduates.
A prestigious university, a diploma with honors, and work experience as salary advantages
The authors of the report define the category of "leading universities," which includes national research universities, universities participating in the "5-100" program, and Lomonosov Moscow State University. These educational institutions play a key role in the educational and scientific environment of the country, ensuring a high level of specialist training and the development of scientific research.
Graduates of leading universities have a high chance of finding employment in highly paid fields of science and information technology. This leads to the fact that their average salaries significantly exceed the incomes of graduates from other universities. For example, the difference in average income for bachelor's degree holders reaches 37%: 71,900 rubles for graduates of top universities versus 52,400 rubles for others. The choice of university plays a key role in the career success and financial well-being of graduates. The gap in educational attainment and employment is explained by many factors. Most leading universities are located in Moscow and St. Petersburg, creating a concentration of high-paying jobs in these cities. Employers, all other things being equal, prefer candidates with degrees from prestigious universities. Furthermore, such universities initially select more talented students, which also impacts the quality of education and subsequent employment of graduates. Graduates of federal and flagship universities demonstrate employment rates that are no higher than those of students from universities without special status. This emphasizes that the status of an educational institution is not always the decisive factor in the job search. It is also important to consider other aspects, such as the quality of education, professional skills and experience, which can have a significant impact on the success of employment.

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A diploma plays a significant role in employment, but its importance varies depending on the profession and field of work. According to university experts, having a diploma can be a significant advantage for a job seeker, as it confirms the level of education and professional skills. In some fields, such as medicine, law, or engineering, a diploma is a mandatory requirement for obtaining licenses and working in the specialty.
However, in other fields, such as IT or the creative industries, practical experience and a portfolio can be more important than formal education. Employers are increasingly looking at the real skills and achievements of candidates, and not just a diploma.
Thus, although a diploma can open doors to certain opportunities, the key factors in successful employment remain the experience, skills, and personal qualities of the applicant.
The monitoring revealed an important aspect of successful employment: working while studying full-time. Sergey Roshchin noted in his report that part-time work can negatively impact the quality of education. However, students who combine study with work have higher incomes after graduation. This suggests that practical experience and skills gained through work can significantly enhance competitiveness in the labor market. Thus, despite potential risks to the educational process, working while studying remains an effective way to increase potential earnings after graduation.
Bachelor's and specialist's degree graduates have a salary difference of up to 29%. Those who are employed earn an average of 61,600 rubles, while unemployed graduates earn 47,700. For master's degree holders, this difference is 48%: employed students earn 82,500 rubles, while unemployed graduates earn 55,900. These data emphasize the importance of employment for the financial well-being of graduates.
The data do not reflect the intensity of students' work and the impact of this work on their academic process. The report includes all students for whom the Pension Fund recorded at least one wage receipt during their studies. This approach reveals that 54% of bachelor's and specialist's degree graduates, as well as 78% of master's degree graduates, worked while studying. These figures highlight the importance of students working alongside their studies and can serve as a basis for further analysis of the impact of work on academic performance and career prospects.
The report's authors emphasize that the salary gap between employed and unemployed graduates is due to the high value placed on work experience by employers. Employers value practical skills and knowledge acquired on the job as more significant than academic achievements alone. Work experience is an important factor influencing the salary level of graduates.

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Teaching students and young professionals team skills is an important part of their professional development. Effective teamwork skills are beneficial not only in academics but also in future careers. To successfully develop these skills, it is essential to create a suitable learning environment. It is important to organize practical assignments that require collaboration and interaction among participants. Teaching methods may include role-playing, project work, and group discussions. These approaches promote the development of critical thinking and teamwork skills. Regular feedback from instructors and peers will help students understand their strengths and weaknesses in teamwork. Leadership skills are also important. Teaching students the fundamentals of leadership and team responsibility contributes to the formation of effective teams. Developing courses and training sessions aimed at developing communication and conflict resolution skills will be an additional step towards successful learning. In summary, teaching teamwork skills to students and young professionals requires a comprehensive approach that includes practical exercises, group projects, and leadership development. This will ensure their readiness for effective interaction in their future professional endeavors.
According to research, in the field of computer and mathematical sciences, the salary gap between bachelor's degree graduates with and without work experience reaches 69%. For economists, this figure is 40%, and for engineers, 38%. Sergey Roshchin emphasizes the importance of expanding employment opportunities for students. This allows young professionals not only to improve their financial prospects but also to gain practical experience, which significantly increases their chances of a successful career in the future. Given current trends in the labor market, it is essential to provide students with access to internships and practicums, which will help them adapt to employer requirements and increase their competitiveness.
It is necessary to focus on creating an educational environment that integrates student participation in real-world work processes. It is important not to limit oneself to traditional student internships, but to provide opportunities for gaining practical experience through active involvement in professional activities. This will allow students not only to master theoretical knowledge but also to develop essential skills that will be in demand in the labor market.
Part-time graduates typically earn lower salaries than their full-time peers. This occurs despite the fact that part-time students often already have work experience and are more mature than recent high school graduates.
Awards for academic excellence, such as a diploma with honors, significantly increase students' chances of successful employment. Bachelor's degree holders with honors can expect an average salary increase of 10%, while master's degree holders can expect an average salary increase of 8%. These benefits not only increase the financial attractiveness of education but also open up new career opportunities. Students who strive for high achievement can improve their chances in the competitive job market by earning an honors degree.

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Demand for distance education in the coming years, will likely increase. Current trends show that more and more people are seeking education while balancing work and personal responsibilities. The convenience of distance learning, which allows students to study anytime and anywhere, attracts students looking to improve their skills or change careers.
Distance learning is also becoming an important tool for those looking to improve their competitiveness in the labor market. In a rapidly changing world, professions and employee requirements are evolving, and online learning formats allow for rapid adaptation to these changes.
Furthermore, the COVID-19 pandemic has accelerated the transition to distance learning and demonstrated its effectiveness. Many educational institutions have begun offering high-quality online courses, which is also contributing to the growing interest in distance learning.
Thus, given current trends and changes in the educational environment, it can be expected that the demand for distance learning will continue to grow.
Relocation is the main factor in successful employment
Almost 40% of 2018 graduates changed their place of residence by 2021. The main migration directions include moving from south to north and from east to west. This trend indicates significant changes in the preferences of young people and the search for better opportunities for life and work in other regions.
At the Yasinsky Conference, Sergey Roshchin noted that employment monitoring data does not allow for a clear distinction to be made between those who return to their hometown or region after completing their education and those who are moving to a new place of work for the first time. This information is essential for analyzing migration processes and formulating effective employment policies. Migration after graduation generally leads to higher incomes. However, there is one significant exception: graduates from the Far Eastern Federal District. Statistics show that they earn, on average, less than their peers who remain in the region. Thus, despite the general trend of increased income after relocation, specific regional characteristics can significantly influence the results. Graduates in certain fields benefit most from relocating within the country. This is due to the opportunity to access broader career prospects, a better quality of life, and higher wages. Specialties in information technology, medicine, engineering, and finance offer particularly attractive opportunities for young professionals. Relocating to large cities or regions with active economic development allows graduates not only to find high-paying jobs but also to expand their professional horizons.
Furthermore, migration can contribute to gaining new experience, which is especially important for young specialists. The opportunity to work in a variety of conditions and with different teams helps develop skills and increase competitiveness in the labor market. As a result, graduates who are ready for change can significantly improve their career prospects and achieve success in their professional activities.
- In the field of humanities - by 39%. When working in the region of study, their salary is on average 47 thousand rubles, after moving - 65.6 thousand.
- In agriculture - by 26% (39.3 and 49.5 thousand).
- In engineering - by 20% (64.4 and 77.5 thousand).
Interesting fact: graduates who came from other regions, in most fields of study, except for medicine, receive, on average, higher salaries than local specialists. This trend is observed almost everywhere, with the exception of the Central Federal District. The reasons for this phenomenon may be related to the fact that employers often prefer to attract young professionals from abroad, valuing their skills and diverse experience more than those of graduates from their own region.
In his report, Sergey Roshchin noted that it is impossible to adapt higher education solely to the needs of individual regions. This underscores the importance of creating a unified educational system capable of meeting the diverse needs of society and the economy. While all regions have their own characteristics, universal approaches to education will ensure higher-quality training of specialists who meet the demands of the labor market. Therefore, it is important to develop the integration of educational institutions, taking into account common standards and innovative trends in higher education.
Demand always plays an active role in the economy and the labor market. From a market dynamics perspective, the concept of hermetically sealing education for the interests of the regional labor market alone is erroneous. This is due to the fact that the economy is constantly evolving and subject to various shocks, both positive and negative, which shape market demand. Graduates, in turn, adapt to changes in demand, making them ready for new challenges and opportunities.
Young people will continue to migrate to places where there is greater demand for their labor. However, according to Roshchin, it is necessary to improve the balance between regional education and the economy. Otherwise, the question remains why certain areas of education are developing in the regions if graduates have no employment prospects.
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