There is an Enterprise RAC across the street from the pier. Enterprise is open in the morning only on Saturday and not at all on Sunday. Enterprise is open during working hours Mon - Fri.
Only a few minutes away is the Long Beach Airport and downtown Long Beach. All the major rental companies have rental locations either in downtown Long Beach or at the airport. You might need a taxi to get there, but rental cars are available.