This study aims to investigate the relationship between future time perspective (FTP) and career adaptability among vocational high school students from an individual-centered perspective. Utilizing the Future Time Perspective Scale and the Career Adaptability Scale, a survey was conducted among 625 vocational high school students. The results revealed that: (1) The FTP of vocational high school students can be categorized into three distinct profiles: negative– confused, average, and high-perception types. (2) No significant differences were observed among the three profiles in terms of place of origin or parental employment status. However, significant differences were found in grade level and gender, with male students and those in middle grades being more likely to belong to the high-perception profile. (3) Significant differences in career adaptability were observed among the three profiles, with high-perception students scoring significantly higher than average students, and average students scoring higher than negative–confused students. These findings underscore the role of future time perspective in shaping career adaptability among vocational high school students and suggest potential avenues for targeted educational interventions.