Ключевое слово: «job matching»

The modern labor market is characterized by high dynamism, reduced stability, and increasingly complex requirements for job seekers. In this context, career counseling tools powered by artificial intelligence (AI) are gaining relevance for analyzing professional aptitudes and matching users with suitable vacancies. This paper presents the project Smart Career Navigator – an intelligent system that enables users to complete personalized assessments, receive tailored recommendations for suitable professions, and automatically find relevant job openings across multiple employment platforms. To validate the project’s relevance, an analytical review of existing AI-based career guidance systems is conducted, including Pymetrics (USA), Skillaz (Russia), and Eightfold AI (international). Based on comparative analysis, key limitations of current solutions are identified, and distinctive features of the proposed application are formulated.