You may be able to start as a housing or admin assistant and work your way up. You could do this through on-the-job training leading to a qualification like the Level 2 or 3 Certificate in Housing Practice, offered by the Chartered Institute of Housing.
Housing Officer
Housing officers look after rented properties for local authorities and housing associations.