1. A computer-implemented method for data integration application execution management using both a set of managed nodes and a set of unmanaged nodes, the method comprising: sensing an execution request for a data integration application; assigning, to execute the data integration application, a first set of commands of the data integration application to the set of managed nodes; determining, based on a set of configuration data having a first set of indicators that corresponds to the first set of commands of the data integration application, to assign the first set of commands of the data integration application to the set of managed nodes, wherein the set of configuration data is selected from the group consisting of source code, node identifiers, and commands, and wherein the first set of commands is selected from the group consisting of Extract commands, Transform and Load (ETL) commands, and Standard Query Language (SQL) commands; structuring the first set of indicators to include a first set of tags coupled with a set of managed node identifiers for the set of managed nodes, wherein the set of managed node identifiers includes a managed prefix tag; assigning, to execute the data integration application, a second set of commands of the data integration application to the set of unmanaged nodes; determining, based on the set of configuration data having a second set of indicators that corresponds to the second set of commands of the data integration application, to assign the second set of commands of the data integration application to the set of unmanaged nodes; structuring the second set of indicators to include a second set of tags coupled with a set of unmanaged node identifiers for the set of unmanaged nodes, wherein the set of unmanaged node identifiers includes an unmanaged prefix tag; and initiating execution of the data integration application using: the set of managed nodes to process the first set of commands of the data integration application, and the set of unmanaged nodes to process the second set of commands of the data integration application; wherein the set of managed nodes includes a resource manager and the set of unmanaged nodes does not include a resource manager.