The problem of continuous pedagogical education in the modern university cluster, representing now theoretical and practical interest for involved communities, is actualized in the article. The necessity of cardinal renewal of organizational, content and technological components of the university education, dictated by the digital economy, is grounded. The possible reasons for the failures of Russian education, influenced by the crisis in the world educational trends, are revealed. The difficulties for the implementation of professional educational activities, associated with the socio-economic uncertainty of the teacher's professional status, the high probability of unpredictable situations, the contradictions between public needs, time challenges and educational activities, are determined. The authors present the implementation experience of the practice-oriented model of teacher's continuous education, actualizing such aspects as professional selection of school graduates showing an inclination for teaching in pedagogical universities; updating the system of pedagogical vocational education in accordance with the personal, social and state requirements; young teacher's multi-faceted accompaniment in the postgraduate period. The results of the project "Continuous pedagogical education: from vocational guidance to postgraduate support" at State University of Humanities and Technology (GGTU) are summarized: pedagogical classes as a component of the system service and tools of future applicants' pedagogical motivation; innovative competence-oriented model of continuous pedagogical practice using the digital environment capabilities; the development of psychological, pedagogical and methodological support system for young teachers -graduates from GGTU -at the professionalization stage. The authors focus on the modern university educational space digitalization, which gives new opportunities for continuous pedagogical education.