Epithelial to Mesenchymal Transition (EMT) renders epithelial cells to acquire migratory characteristics during development and cancer metastasis. While epigenetic and splicing changes have been implicated in EMT, the mechanisms governing their crosstalk remain poorly understood. Here, we identify C2H2 zinc finger protein, ZNF827, a novel factor, is strongly induced during important EMT mediated processes including in brain development and breast cancer metastasis and is required for the molecular and phenotypic changes underlying EMT in these processes. Mechanistically, ZNF827 mediated these responses by orchestrating a large-scale remodeling of the splicing landscape by recruiting HDAC1 for epigenetic modulation of distinct genomic loci, thereby slowing RNA Pol II progression and altering the splicing of transcripts encoding key EMT regulators in cis. These findings reveal an unprecedented complexity between epigenetic landscape and splicing and identifies ZNF827 as a master regulator coupling these processes during EMT in brain development and breast cancer metastasis.