Introduction Families increasingly employ foreign domestic workers (FDWs) to care for older loved ones. Caregiver burden reflects FDWs’ difficulty adapting to work demands. We test hypothesized associations between burden and six personal characteristics: children, marriage, education, Chinese proficiency, eldercare experience, and non-eldercare experience. Method In total, 299 Indonesian FDWs in Taiwan completed the Zarit Burden Interview. Exploratory factor analysis identified the dimensions of burden. Multiple and multinomial regressions related the variables to overall burden, burden dimensions, and burden severity. Results Four dimensions were found: personal strain, role strain, dependency, and guilt. Children were negatively associated with burden, role strain, dependency, and guilt. Chinese proficiency was negatively associated with severity and guilt. Eldercare experience was positively associated with severity and personal strain. Marriage was non-monotonically related to severity. Conclusion Caregivers whose earnings benefit their children may be more likely to thrive in Taiwan. Language training may boost caregiver performance and host family satisfaction.