If I apply for the Employment Gold Card from within Taiwan but need to leave during the application process, will it affect my application?

If you are in Taiwan at the time you submit your application, it will not affect your application. Once your Gold Card application is approved, you may color print your Resident Authorization Certificate (available under the download section of the Foreign Professionals Online Application Platform ) and present it alongside your passport to enter Taiwan.