The aim of this study was to estimate the national incidence of nurse suicide. Nurses are at a higher risk of suicide than nonnurses; however, data have been limited since 2018. This study used a retrospective cohort design using 2017-2021 National Violent Death Reporting System suicides. Female nurses had higher suicide rates than female nonnurses in 2018 (incidence rate ratio, 1.21 [95% confidence interval (CI), 1.05-1.39]), 2019 (1.41 [95% CI, 1.23-1.60]), 2020 (1.26 [95% CI, 1.08-1.45]), and 2021 (1.35 [95% CI, 1.17-1.55]), whereas male nurses were comparable with male nonnurses. Nurses had higher odds of mental health problems (adjusted odds ratio, 1.28 [95% CI, 1.13-1.46], P < .001), job problems (1.60 [95% CI, 1.33-1.92], P < .001), and use of poisoning (1.54 [95% CI, 1.37-1.74], P < .001). Nurses had higher odds of using opioids, cardiovascular/diabetic agents, and drugs not prescribed for home use. Female nurses are at a higher risk of suicide than other females. Multimodal nurse suicide prevention strategies remain indicated.