State regulation of agriculture in Kazakhstan under global climate change

The success of project team formations highlights the importance of human capital competencies. The human risk exists in all stages of project implementation. To solve this problem, personnel assessment and development are crucial in the formation of project teams. A methodology of this process includes three assessment directions for personal, professional, managerial, and interpersonal competencies. This study highlights the importance of competency map, gap analysis, and formation of individual development trajectories for project teams by and employee performance. The automated and objective personnel assessment enables a rapid response to any underperformance by employees. From this point of view, this study highlights the necessity of machine learning and artificial intelligence (AI) applications for assessing human capital competencies. It provides the efficient allocation of human resources and the assigned tasks of project team members. Furthermore, this study analyzes the results of the BCG (2020) report on global skills by reflecting the main challenges for project teams. Because of this analysis, this paper proposes the Future Skills Architect for project team members. Additionally, a competency map, gap analysis, and formation of individual development trajectories support to selection of the proper assessment tools for the project management environment in Kazakhstan.

1. Alharbi A. Optimizing organizational success: matching the right position with the right person // Environment and Social Psychology. 2024, vol. 9(5), pp. 1–12. URL: https://doi.org/10.54517/esp.v9i5.2306

2. Alsobaey T.M., Al-Alawi A. Data mining for employee performance prediction using the Ranker algorithm // Applied Artificial Intelligence. 2023, vol. 37(1), pp. 1–24. URL: https://doi.org/10.1080/08839514.2023.2198897

3. Rizvan A., Hassan I. Roles of competencies, career shock, and satisfaction in career commitment: Evidence from project-based organizations // Project Leadership and Society. 2022, vol. 3, pp. 1–20. URL: https://doi.org/10.1016/j.plas.2022.100052

4. Pucket J., Hoteit L., Perapeshka S., Loshkareva E., Bikkulova G. Fixing the global skills mismatch // Boston Consulting Group (BCG). 2020. URL: http://www.bcg.com/publications/2020/fixing-global-skillsmismatch (accessed: 11.03.2025)

5. Brownie S., Yap M., Blanchard R., Amankwaa A., Pearce S., Sampath R., Yan J., Andersen A., Broman K. Tools for self- or peer-assessment of interprofessional competencies of healthcare students: a scoping review // Frontiers in Medicine. 2024, vol. 11, pp. 1–20. URL: https://doi.org/10.3389/fmed.2024.1449715 (accessed: 11.03.2025)

6. Choi J., Foster-Pegg B., Hensel J., Schaer O. Using graph algorithms for skills gap analysis // Proceedings of the 2021 Systems and Information Engineering Design Symposium (SIEDS). 2021, pp. 1–8. URL: https://doi.org/10.1109/SIEDS52267.2021.9483769

7. Steinfort P., Walker D.H. What Enables Project Success: lessons from Aid Relief Projects // Project Management Institute: Newtown Square, PA, USA. 2011, pp. 1–225. URL: https://lrccd.okta.com/app/lrccd_ezproxyssotest2_1 (accessed: 11.04.2025)

8. Alvarenga J., Branco R., Guedes A., Soares C., Silva W. The project manager core competencies to project success // International Journal of Managing Projects in Business. 2019, vol. 13, pp. 277–292. URL: https://doi.org/10.1108/IJMPB-12-2018-0274

9. Wan Y., Mohd S., Muzani M., Nurshikin M., Zuhaili M. Exploring the Influence of Leadership Styles on the Project Manager Competencies and Project Management Success // RSIS International. 2025, vol. 13(2), pp. 1–15. URL: https://dx.doi.org/10.47772/IJRISS.2025.90300338

10. Shaw C. Competency Definitions, Development and Assessment: a Brief Review // International Journal of Academic Research in Progressive Education and Development. 2020, vol. 9(3), pp. 95–114. URL: https://doi.org/10.6007/IJARPED/v9-i3/8223

11. Irianti I., Siarifuddin S., Andi H. Leadership Styles and Organizational Effectiveness: A Review of Recent Literature //Advances Jurnal Ekonomi & Bisnis. 2024, vol. 2(4), pp. 201–212. URL: https://doi.org/10.60079/ajeb.v2i4.316

12. Dyah P., Muhsin H. The Influence of Human Resource Competence in Spencer’s Concept To Organizational Entrepreneurship // Jurnal Manajerial. 2022, vol. 9(02): 117, pp. 117–137. URL: https://doi.org/10.30587/jurnalmanagerial.v9i02.3896

13. Fatmasari W., Retno T. The influence of competency on employee performance: (a literature review) // International Journal of Accounting Management Economics and Social Sciences (IJAMESC). 2023, vol. 1(6), pp. 920–931. URL: https://doi.org/10.61990/ijamesc.v1i6.118

14. Surbhi S., Harminder K., Sudhancu P. A study of Competency-based Approach to Identify High Performers among Disaster Management Professionals // Studies of Applied Economics. 2022, vol. 40(S1), pp. 1–12. URL: https://doi.org/10.251/eea.v40iS1.6051

15. Definition and Selection of Competencies (DeSeCo). URL: https://web-archive.oecd.org/2016-09-22/81059-definitionandselectionofcompetenciesdeseco. htm (accessed: 21.04.2025)

16. Ahmed R.R., Streimikiene D., Soomro R.H., Streimikis J. Digital transformation and industry 4.0 initiatives for market competitiveness: business integration management model in the healthcare industry // Journal of Competitiveness. 2022, vol. 14(4), pp. 6–24. URL: https://doi.org/10.7441/joc.2022.04.01

17. Kai L. The Impact of Project Managers Traits on Project Success // Advances in Economics Management and Political Sciences. 2024, vol. 72(1), pp. 70–74. URL: https://doi.org/10.54254/2754-1169/72/20240687

18. Ashok R., David T., Amirhossein H. Project manager’s leadership behavioral practices – a systematic literature review // Asia Pacific Management Review. 2024, vol. 29(2), pp. 165–178. URL: https://doi.org/10.1016/j.apmrv.2023.12.005

19. OECD, Labor market mismatch and public policy. Paris: OECD Publishing, 2021. URL: https://www.oecd.org/employment (accessed: 11.05.2025)

20. Jelektronnaja birzha truda. URL: https://www.enbek.kz (data obrashhenija: 11.05.2025). (In Russian).