Coronavirus Disease 2019 (COVID-19) vaccine hesitancy among health care workers (HCWs) is widely reported. Here we report on the prevalence of vaccine hesitancy and the factors associated with it in a sample of non-vaccinated HCWs. Data from 433 not vaccinated medical and non-medical HCWs from various health care facilities after the introduction of COVID-19 vaccination in Oman were analyzed. Most of the participants were nurses (41.5%) followed by physicians (37.5%) and non-medical HCWs (21%). Forty percent of HCWs were willing to uptake the COVID-19 vaccines. Physicians and male HCWs had more positive attitudes toward the COVID-19 vaccines than nurses and female HCWs. Concerns about the COVID-19 vaccines including unknown health issues, efficacy and safety were stated by the participants. Our results show a low level of willingness to uptake the COVID-19 vaccines among HCWs, an issue that must be urgently addressed.