Upperclassman

An upperclassman is a junior or senior student at a collegiate or high school institution.

While at Starfleet Academy, then freshman Cadet James T. Kirk was tormented by upperclassman Sean Finnegan. 

Jean-Luc Picard beat several upperclassmen to win the 2323 Starfleet Academy marathon on Danula II.