Person holding a scholarship at a university

Bursar

One word substitute is Bursar.

Intellectual: relating to the intellect.
Pedant: a person who is excessively concerned with minor details and rules or with displaying academic learning.
Scholar: a specialist in a particular branch of study, especially the humanities.
Bursar: a student who holds a bursary.