The pilot is employed by the port/government, not the ship. They drive to just outside the entrance, then they get off onto a tugboat or some other small utility vessel.
Harbor pilots are licensed by the state (Maryland) require a degree from one of the maritime colleges, deck license, …, are represented by a pilots union (Association of Maryland Pilots) but are employed independently.
