Auckland was returned to Parliament for Woodstock in 1810 (succeeding his elder brother, William), a seat he held until 1812, and again between 1813 and 1814.
He was First Lord of the Admiralty under Grey and then Lord Melbourne in 1834 and again under Melbourne in 1835.