Kaneko was appointed to the House of Peers in 1890, and became Vice Minister, then Minister of Agriculture and Commerce in 1898 in the third Itō administration.
Kaneko was appointed to the House of Peers of the Diet of Japan in 1890, becoming its first Secretary. He was subsequently appointed as Vice Minister, then Minister of Agriculture and Commerce in 1898 in the third Itō administration.