ABSTRACT Dysregulation of m6A modification has emerged as a vital factor in the development of esophageal squamous cell carcinoma (ESCC). Here, we sought to explore the critical role of m6A methylation mediated by the m6A methyltransferase METTL3 in ESCC. Protein expression analysis was performed by immunohistochemistry and immunoblot assays. The mRNA levels of METTL3 and IFI27 were detected by quantitative PCR. Cell sphere formation potential, migration, invasiveness, apoptosis, proliferation and viability were assessed by standard sphere formation, wound healing, transwell, flow cytometry, EdU and CCK‐8 assays, respectively. The impact of METTL3 or IGF2BP2 on IFI27 mRNA was evaluated by methylated RNA immunoprecipitation (MeRIP), RIP or mRNA stability analysis. Xenograft assays were used to detect the in vivo function of METTL3. Elevated levels of METTL3 were observed in ESCC tumors and cells, and these increased levels were associated with the declined prognosis of ESCC. MELLT3 depletion impeded ESCC cell growth, invasiveness, migration, and sphere formation, and induced cell apoptosis in vitro. Elevated IFI27 expression was positively correlated with METTL3 levels in ESCC. Moreover, METTL3 mediated m6A methylation of IFI27 mRNA to stabilize the mRNA. The m6A reader IGF2BP2 also affected m6A methylation and expression of IFI27 mRNA. Additionally, IFI27 re‐expression had a counteracting impact on the effects of METTL3 deficiency on in vitro ESCC cell behaviors and in vivo KYSE30 xenograft growth. Our findings demonstrate that METTL3‐mediated IFI27 mRNA m6A methylation drives ESCC development through an IGF2BP2‐dependent mechanism. Blocking the METTL3/IFI27 axis may be effective for preventing ESCC.