Almsele is a village in Åsele Municipality, in Västerbotten County, Sweden. Almsele lies at 319 m above sea level. The nearest city is Örnsköldsvik, 140 km to the southeast. Among the landmarks around are Åsele Church (22 km) and Dorotea Church (33 km).