An approach for replicating data is provided. A job that modifies data objects in a first system to generate a first set of changed data objects is determined to be a candidate for a job replication. Based on the job being a candidate for job replication, attributes of the job are retrieved, the retrieved attributes are sent to a second system, and an execution of the job by the second system is initiated as part of the job replication. The execution of the job causes data objects included in the second system to be modified to generate a second set of changed data objects as a replication of the first set of changed data objects.