Faced with drastic changes in the external environment, rapidly changing industries, and global competition, human resource specialists have expanded their conventional roles of providing administrative management assistance to take part in devising organizational strategies and innovative reforms. The participants of this study were human resource specialists and supervisors in knowledge-intensive industries. The fuzzy analytic hierarchy process approach was employed to analyze the 8 competency groups and 17 indicator dimensions in the Human Resource Competency Model proposed by Ulrich in 2016. The results revealed the weights of the groups, which are presented in a descending order as follows: credible activists (0.247), strategic positioners (0.190), culture and change champions (0.135), human capital curators (0.103), total reward stewards (0.103), analytics designers and interpreters (0.079), compliance managers (0.074), and technology and media integrators (0.070). Finally, the present study provided recommendations on practical courses for training and developing personnel competencies using the Human Resource Competency Model based on the research results.