Joseph is a member of Janadhipathya Kerala Congress, one of the main factions of the Kerala Congress, a party born in Central Travancore or Central South Kerala region focusing on the interest of Kerala farmers.
He was a member of the Kerala Legislature (Niyamasabha Mandiram), representing the Muvattupuzha constituency of Kerala.