But Ferguson has found minutes harder to come by in recent years and his development has stalled.
The 20-year-old Republic of Ireland international will reunite with former Brighton head coach Graham Potter in east London.
West Ham have been keen to sign a forward in the January transfer window after Jarrod Bowen picked up a foot injury and Michail Antonio was involved in a serious road traffic collision that left him with a broken leg.
