Maud Olofsson grew up in Högbyn, in Örnsköldsvik Municipality, Västernorrland. She started her political career as an ombudsman of the youth organization of the Centre Party in 1974, and served as a member of the local council in Luleå from 1976. From 1978 to 1981 she held the same job with the party.