This study pinpoints SET‐domain‐containing protein 8 (SETD8) as a pivotal gene that promotes bladder tumor growth through a screening with a CRISPR‐Cas9 library targeting transcriptional and epigenetic factors. Here, KMT5A is linked to urinary bladder neoplasm.