A hybrid cluster environment with a public cloud cluster having nodes storing data and a plurality of private clusters is provided, wherein each of the plurality of private clusters has nodes storing data. Registration data that indicates a customer identifier, a new private cluster, and a file transfer server is received. The new private cluster is added to the plurality of private clusters in the hybrid cluster environment. Input to design a job to process data in the hybrid cluster environment is received. It is determined that the job is to be deployed to the new private cluster. The job is deployed to the new private cluster using the file transfer server, wherein the job is executed at the new private cluster. Job status information and one or more job logs are received with the file transfer server.