If you need to take part-time job, no matter in school or off-campus, must take with work permit!
International students have to obtain work permit from Ministry of Labor and comply with the related regulations. 

Application Website: https://ezwp.wda.gov.tw/wcfonline/wSite/Control?function=StdIndexPage