AimTo identify subtypes of job crafting among Chinese nurses and to explore the characteristics of different subtypes and their relationship with work engagement.DesignA cross‐sectional study.MethodsA survey of 350 clinical nurses was conducted between December 2022 and January 2023. Identify profile categories for nurses' job crafting using a latent profile analysis. Logistic regression and ANOVA were used to explore the characteristics of different categories of nurses' job crafting in terms of sociodemographic, work engagement variables.ResultsUltimately 3 latent profiles are identified: low job crafting (Class 1, N = 177, 50.7%), moderate job crafting (Class 2, N = 136, 38.9%), high job crafting (Class 3, N = 37, 10.5%). Nurses who are female, aged 31 to 40 and married are more likely to be grouped into Class 2. Nurses with a middle level of title are more likely to be grouped as Class 3. Nurses with high levels of work engagement are more likely to be grouped as Class 2 and Class 3 rather than Class 1.ConclusionThe job crafting has a distinctly classified character among Chinese nurses. 89.6% of nurses were at a low to medium level of job crafting, work engagement is an important predictor of nurses' job crafting. Nursing Managers should focus on the low job crafting group and develop targeted interventions to help nurses improve their job crafting and work engagement levels.Patient or Public ContributionNone.