In Denmark Olsen played football with Danish football clubs: KB from Copenhagen, B93 from Østerbro in Copenhagen and IF Føroyar (Ítróttarfelagið Føroyar), which is a Danish sports club in Amager founded in 1939 by Faroese ex-patriate football players living in Denmark.