Introduction: During the early phase of Coronavirus disease (COVID-19), there were various uncertainties, which had a detrimental impact on the prevalence of burnout among critical care personnel worldwide. This study aims to investigate the prevalence of burnout and its associated factors in critical care personnel involved in the COVID-19 pandemic. Methods: This is a single-center, cross-sectional study with 81 critical care personnel for a survey using Copenhagen Burnout Inventory. Binary logistic regression analysis was conducted to identify factors associated with personal burnout. Results: More than half of the respondents were female (60.5%) over the age of 30 (61.7%), and 54.3% were medical doctors. A large number (72.8%) of the respondents experienced personal burnout, with twothirds of them experiencing work-related (65.4%) and client-related burnout (59.3%). Personal burnout was found to be associated with those who had children [OR: 11.31 (1.90, 67.37), p = 0.008], stayed with family, relatives, or friends [OR: 9.40 (1.27, 69.46), p = 0.028], were medical doctors [OR: 26.52 (2.79, 252.22), p = 0.004], worked more than 45 hours per week [OR: 8.68 (1.45, 58.09), p = 0.018], and previously never had COVID-19 viral test [OR: 6.93 (1.17, 40.89), p = 0.033]. Conclusion: Overall, more than half of the critical care personnel experienced burnout. There were possible associations between personal burnout with social characteristics such as having children and living with family, relatives, or friends, and occupational characteristics such as being a medical doctor, long working hours, and previously never had COVID-19 viral test.