In accordance with an embodiment, described herein is a system and method for providing administrative command progress status for use with a cloud computing environment. In accordance with an embodiment, a job manager service provides an application program interface which receives administrative commands to be processed within the cloud environment as jobs, wherein each instance of the administrative commands is associated with a unique job identifier. A command line interface allows a user to issue a command to be processed within the cloud environment as a job. During progress of a job associated with an annotated command, a status associated with the progress of the job is determined and provided to the command line interface. For example, the system can provide job progress status during these operations, to reassure the user that the operation is proceeding normally.