Background The abnormal expression of C-terminal of the E1A binding proteins (CtBPs) was is observed to be involved in several human tumors. This study aims to investigate the expression of CtBPs and their potential underlying mechanisms in the most common metastatic skin cancer, keratinocyte-derived cutaneous squamous cell carcinoma (cSCCs) patients and their evaluation value in clinical diagnosis and prognosis. Methods In the present study, the expression levels of CtBPs in cSCCs and actinic keratosis tissues were examined by immunohistochemical assay. To discover the effects of CtBP2 on the metastatic phenotype of cSCCs, a stably expressing plasmid was transfected into keratinocyte cells in order to initiate CtBP2 overexpression. The endogenous protein gp130, which is a signal-transducing subunit associated with the ligand-occupied interleukin receptor was silenced in these cells using short hairpin RNA (shRNA) sequences. Moreover, the endogenous expression of CtBP2 in cSCCs cell lines was also silenced. Transfection efficiency was validated by western blotting and immunofluorescence assays, and the malignant phenotype of these cells was evaluated by various assays including the CCK8, colony formation, transwell, and cell scratch assay. Furthermore, the activation state of the gp130/JAK2/Stat1 signaling pathway was further discovered via western blotting. Results The observation discovered that the mean levels of CtBP2 expression, not noted for CtBP1, were elevated in 104 cSCCs tissue samples compared with those noted in 102 actinic keratosis tissue samples. The upregulated expression levels of CtBP2 were remarkably associated with tumor metastasis. CtBP2 promoted the malignant phenotype of keratinocyte cells, and gp130 knockdown (k/o) notably reduced this effect in keratinocyte cells by inhibiting the activation of the JAK2/Stat1 pathway. In addition, the k/o of CtBP2 notably reduced the ability of cSCCs cells to metastasize by suppressing the gp130/JAK2/Stat1 pathway. Conclusions The present data revealed that CtBP2 promoted cSCCs cell metastasis via the gp130/JAK2/Stat1 pathway, suggesting that targeting of CtBP2 or gp130 is a promising anti-tumor tactics to impede tumor progression in cSCCs.