Yes. Newcastle Airport has its own Metro station, linked to the terminal by a short covered walkway. The Metro from Newcastle Airport takes around 25 minutes to Newcastle city centre (Haymarket, Monument or Central Station).
For the latest timetable information please visit the Nexus website here.