Academic Graduate School Indicate how long you have known the applicant and in what capacity. Graduate schools are primarily interested in recommendations that come from professors who know the applicant and his/her academic work as well as from employers. They are primarily interested in faculty members' summary estimates of the candidate's general promise as a graduate student. The more the recommendation reflects real knowledge of the applicant and his/her performance, the more useful the letter is to the graduate school admissions committees and thus to the applicant.