The story
From Student, the pen-name of William Sealy Gosset, Irish statistician, who documented this test in a paper in Biometrika. Through the popularization of this test in the work of Ronald Fisher, who referred to it as a test for value "t" to check for Student's distribution.
Etymology from Wiktionary, CC BY-SA 4.0.