A Smart Education and Job Market System for School Students
Keywords:
Career guidance, artificial intelligence, labor market, psychometrics, EdTech, Uzbekistan, explainable AI, gamification.Abstract
The mismatch between school education and labor market demands is a persistent challenge across developing and transitional economies. This paper presents the design, rationale, and international evidence base for a Smart Education and Job Market System – an AI-driven platform that integrates psychometric career assessment, personalized learning roadmaps, real-time labor market analytics, gamification, and multi-role dashboards for school students in Uzbekistan. Drawing on international best practices from Finland, South Korea, Singapore, and leading EdTech initiatives, the study demonstrates how artificial intelligence, explainable machine learning, and behavioral engagement mechanisms can collectively address the structural gap between adolescent career awareness and workforce requirements. The proposed system is positioned as a scalable, multilingual, and offline-capable solution for Central Asian educational contexts.
References
1.Barocas, S., Hardt, M., & Narayanan, A. (2019). Fairness and machine learning: Limitations and opportunities. fairmlbook.org.
2.Betz, N. E., & Luzzo, D. A. (1996). Career assessment and the career decision-making self-efficacy scale. Journal of Career Assessment, 4(4), 413-428.
3.Crites, J. O. (1978). Career Maturity Inventory: Theory and research handbook (2nd ed.). CTB/McGraw-Hill.
4.Deci, E. L., & Ryan, R. M. (2000). The 'what' and 'why' of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268.
5.European Commission. (2022). Career guidance in Europe: Key features of effective systems. Publications Office of the European Union.
6.Hamari, J., Koivisto, J., & Sarsa, H. (2014). Does gamification work? A literature review of empirical studies on gamification. Proceedings of the 47th Hawaii International Conference on System Sciences (HICSS), 3025-3034.







