He was the mayor of Tinn municipality from 1991 to 1999. From 1999 to 2000, while the first cabinet Bondevik held office, Ulleren was appointed State Secretary in the Ministry of Local Government and Regional Development.
He is the current chief administrative officer of the Norwegian Association of Local and Regional Authorities. According to himself, he is now "without a political attachment".