The Jackson Vocational Interest Survey was administered to 10,134 high school college-bound students to appraise the degree to which student profiles for different academic majors could be clustered in a meaningful way. The clustering approach showed definite advantages over the traditional item-based scoring, resulting in more reliable score. (Author/EGS)