The name is usually used in English; however is derived from the Latin 'Autumnus', meaning 'Autumn'. Often bestowed upon those born during autumn.
Latin
From The Name Book: Over 10,000 Names - Their Meaning, Origins, and Spiritual Significance by Dorothy Astoria.