COVID-19 vaccine hesitancy among healthcare workers (HCW) undermines community vaccine confidence. Predictors and reasons for HCW hesitancy in the Atlanta region were evaluated using a survey between May and June 2021. Vaccine hesitancy was highest in younger and less educated HCW. Interventions to address vaccine hesitancy in HCW are necessary.