In this study, using a pooled single guide RNA (sgRNA) viability screen targeting epigenetic factors in a panel of ESCC cell models, we identify the BAF chromatin remodeling ATPase subunit SMARCA4 as a novel dependency in a subset of ESCC cell lines with low or absent expression of SMARCA2. Here, SMARCA4 is linked to esophageal squamous cell carcinoma.