In 1940, Baker was elected to represent the seat of Maranoa in the Australian House of Representatives as a member of the Australian Labor Party—only the second time Labor had ever won this normally safe conservative seat in the remote west of Queensland.
Baker was chosen in 1940 to represent the Maranoa area in the Australian Parliament, marking the first time the Labor Party had won this traditionally conservative constituency in the remote western part of Queensland.