Protein glycosylation is strongly associated with tumor progression. Glutathione S-transferase omega 1 (GSTO1) is a member of the glutathione S-transferase family. The significance of GSTO1 N-glycosylation in the progression of cervical cancer (CC) has remained elusive. In this study, we investigated the functional significance of GSTO1 N-glycosylation in CC progression. We employed immunohistochemistry to detect the relative expression of evaluating the link between GSTO1 in CC and benign tissues and the overall survival (OS) and progression-free survival (PFS) in CC patients.In vitro and in vivo experiments to detect CC cell proliferation or metastatic ability after GSTO1 downregulation. NetNGly1.0 Server database predicts potential N-glycosylation modification sites of GSTO1 (Asn55, Asn135, Asn190). Investigating GSTO1 N-glycosylation’s function in cellular migration, invasion and epithelial–mesenchymal transition (EMT), we mutated the N-glycosylation sites of GSTO1 through lentivirus-based insertional mutagenesis. Detection of signalling pathways associated with N-glycosylation-modified GSTO1 by enrichment analysis and Western blot. Compared to normal cervical tissue, CC tissue showed significantly higher GSTO1 expression. Further, high GSTO1 levels were a poor predictor of OS and PFS. Both cell and animal experiments suggested that down-regulation of GSTO1 inhibited cell proliferation and metastasis. Glycosylation modification of targeted mutant GSTO1 at positions 55, 135 and 190 significantly inhibits migration and invasion of CC cells. GSTO1 N-glycosylation fixed point mutation inhibits EMT process in CC cells. Mechanistically, N-glycosylated GSTO1 promoted the expression of JAK/STAT3 pathway related markers. GSTO1 N-glycosylation is associated with CC progression and may promote EMT via JAK/STAT3 signaling.