Level 10 is the minimum to switch, actually. You just have to do the associated class quest from your guild, and then it will say "Armory System Unlocked".
However, you don't get an airship to Gridania to pick up archer until finishing your level 15 storyline quest. You may have to walk there. It's a 12 minute run and actually quite scenic.