Administration does not equal secretary, except in the old British usage where the Secretary to the Prime Minister is what’s now called a Chief of Staff.
A yeoman is one of the most senior NCOs, responsible for communication with command and the admiralty, also responsible for performance assessments of all the enlisted ranks and more junior NCOs.