The 21-year-old progressed through the ranks at Thorp Arch, after joining the club from Everton in 2014 and went on to make 10 senior appearances, scoring one goal.
After struggling for regular first team football last term, Pearce joined Scunthorpe United on loan in January, making nine outings for the Iron last term.