In Preferences->Sound, select "Show volume in menu bar". You should then see a little speaker icon in your menu bar.
If you option-click that (click while holding alt/⌥), you can select the audio output right there.
Update: Only works for audio devices connected via USB or DisplayPort/Thunderbolt, not for the Headphone port.