He was born on the family farm near Hawarden, Saskatchewan. Pederson served in the Royal Air Force during World War II. He was provincial president and national vice-president of the Young Conservative Association and president of the Saskatchewan Progressive Conservative Association before becoming provincial party leader. Pederson operated trucking and insurance companies as well as farming.[1]