Kitson was the son of
James Kitson, an iron and steel manufacturer in
Leeds. He was educated at
Rugby and
Trinity College, Cambridge, where he gained a
BA, before following his father into the family business. On 23 January 1890, at
Mill Hill Chapel in Leeds, Kitson married Florence Schunck (1868–1942), the daughter of Edward, Baron von Schunck and his wife
Kate Lupton. The Kitsons had seven daughters. Kitson's father was
elevated to the peerage in 1907. Albert Kitson succeeded to the titles of 2nd
Baron Airedale of
Gledhow and 2nd Baronet Kitson on his father's death on 16 March 1911. As
peers of the realm, the Kitsons were invited to the
coronation of George V at
Westminster Abbey on 22 June 1911. ==Career, politics and interests==