Employees on administrative leave are still on salary and get benefits. Federal agencies are only allowed to place employees on administrative leave for 10 days in a calendar year, according to Peter Jenkins, senior counsel at Public Employees for Environmental Responsibility. It is unclear what would happen to the employees after 10 days.