Background: Internal N7-methylguanosine (m7G) methylation in mammalian messenger RNAs (mRNAs) is essential in disease development. However, the status of internally m7G-modified mRNAs in oral squamous cell carcinoma (OSCC) remains poorly understood. Methods: Methylated RNA immunoprecipitation sequencing (MeRIP-seq) was used to identify the m7G modification level of mRNAs and the expression of mRNAs between OSCC and normal tissues. These differentially methylated and expressed genes were subjected to Gene Ontology (GO) enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and construction of protein-protein interaction (PPI) networks. Quantitative real-time PCR (qPCR) assay was performed to detect the expression of Baculoviral IAP Repeat Containing 3 (BIRC3) in vitro. The biological function of BIRC3 in OSCC was clarified using CCK-8, Transwell migration and Western blot assays. Results: The m7G-mRNA profile showed 9514 unique m7G peaks within 7455 genes in OSCC tissues. In addition, the most conserved m7G motif within mRNAs in OSCC was GGARG (R = G/A). The identified m7G peaks were mainly distributed in the coding sequence region within mRNAs in OSCC. GO enrichment and KEGG pathway analyses showed that m7G-modified genes were closely related to cancer progression. m7G-modified hub genes were screened from the constructed PPI networks. Furthermore, BIRC3 with high m7G methylation showed high expression in OSCC cell lines, as confirmed by qPCR assay. Functionally, the knockdown of BIRC3 significantly inhibited the proliferation and migration ability of CAL-27 cells in vitro functional assays. In addition, the relative expression of E-cadherin expression was elevated, while Vimentin and N-cadherin protein expression was decreased in CAL-27 cells transfected with si-BIRC3. This study suggests that BIRC3 could promote OSCC proliferation and migration, which may be associated with involvement in epithelial-mesenchymal transition (EMT) progression. Conclusions: This paper constructed a transcriptome map of internal m7G in mRNAs, which provides potential research value to study the role of m7G methylation in OSCC.