 Stewart apprenticed as a carpenter under his uncle Thomas Stewart until his uncle's death in 1822.He continued his apprenticeship with John Guilder until 1827, staying in his employment as a journeyman until 1829.Stewart began his career building houses, taking advantage of the building boom occurring in Philadelphia at that time.