Background: Although ultraviolet B (UVB) radiation-induced immunosuppression is considered a key risk factor for skin cancer, individual susceptibility varies, and its mechanisms remain not fully understood. Objective: The current study collected skin biopsies from healthy volunteers before and after UVB radiation and linked UVB-induced effects in the skin to immunosuppression in the same individuals. Methods: A total of 62 healthy volunteers were recruited and randomly assigned to three groups: negative, positive, and UVB-exposed. Diphenylcyclopropenone was applied topically to induce contact hypersensitivity (CHS) responses. Skin punch biopsies were collected before and after UVB for analysis. Results: UVB exposure significantly suppressed CHS compared to the positive control. However, among 26 individuals, 7 (27%) were resistant (UVB-R), while the rest were susceptible (UVB-S) to UVB-induced immunosuppression. RNA-seq analysis of skin biopsies showed that UVB induced a higher level of immunosuppressive inflammation in UVB-S than in UVB-R individuals. Further analysis showed that UVB significantly activated the damage-associated molecular patterns only in UVB-S, but not in UVB-R individuals. Conclusion: Given the role of DAMP pathways in the development of inflammation, the results reveal a previously unrecognized mechanism: UVB-induced activation of DAMP pathways is linked to UVB-induced immunosuppressive inflammation in skin and susceptibility to immunosuppression in humans.