The Ireland U21 international was offered a new one-year contract on reduced terms. Dawson now leaves the club after spending four years coming through the ranks.
Dawson, 19, was included in the senior squad for the trip down to Plymouth, but failed to see any action.
Manchester City were rumoured to have been interested during the season, so it should come as no surprise should the midfielder end up at The City of Manchester Stadium.