The story
- Old English · inherited fromscōlman
- Middle English · inherited fromscoleman
- English todayschoolman
From Middle English scoleman (attested in names), from Old English scōlman, scōlmann (“student, scholar”), equivalent to school + -man.
Etymology from Wiktionary, CC BY-SA 4.0.