Significance Hematopoiesis involves the control of gene expression that regulates the processes of proliferation and differentiation. We found that the chromatin remodeler CHD7 controls the differentiation process. Knockdown or knockout of CHD7 leads to enhanced hematopoietic differentiation in zebrafish and mice, suggesting that CHD7 acts as a brake on gene expression associated with terminally differentiated blood cells.