An enhanced mechanism for intelligently managing an open query cursor built from a query access plan (AP) by a query optimizer of a database management system (DBMS). In an embodiment, a cursor management system (CMS) detects whether an open query cursor was previously requested for use within another job. If the open query cursor was previously requested, the CMS intelligently manages the query cursor for subsequent use within a different job. For example, the open query cursor may be recycled for subsequent use within the different job. Hence, system resources are not wasted in building and destroying the same cursors for multiple jobs. Alternatively, the query cursor may be pre-built before the cursor is requested for subsequent use within the different job. The CMS may also obtain, release and re-obtain locks for cursors being managed. Alternatively, the job that uses the cursor may obtain the lock.