Melt butter in a saucepan over medium heat. Add black rice, onion, and almonds; cook and stir until lightly toasted, 5 to 10 minutes. Add water and bouillon; bring to a boil. Reduce the heat to low, cover, and simmer until rice is tender and liquid is absorbed, 25 to 30 minutes.