Catalyzes the ATP-dependent phosphorylation of ethanolamine to phosphoethanolamine (By similarity). Highly specific for ethanolamine phosphorylation and does not exhibit choline kinase activity (By similarity). . This is the function of ETNK2 (ethanolamine kinase 2, ENSG00000143845).