Advances in single-cell RNA sequencing technologies in the past 5 years have led to a greater understanding of endothelial cell development and heterogeneity. In this Review, Red-Horse and Trimm discuss the most up-to-date research on vascular endothelial cell development and diversity, and highlight the latest findings on organ-specific endothelial cells in the heart, brain, lungs, kidneys and liver.