Keppel became an ensign and lieutenant in the 43rd (Regiment of) Foot in 1843, a lieutenant in the Scots Guards in 1848 and an aide-de-camp to Lord Frederick FitzClarence in India in 1853.
He raised the 21st Middlesex Rifles Volunteer Corps (Civil Service Rifles) in 1860.