South Yorkshire Police said a store in Lowedges was targeted at around 5.55am on Monday.
A spokesman for Sheffield West neighbourhood policing team said money was taken from tills at the shop.
Police have not yet revealed which store was targeted.
Anyone with any information should call police on 101.