Abstract: A method includes receiving data characterizing an analytics package, and generating, by an analytics framework associated with a plurality of compute nodes, a container image associated with the analytics package and a unique identifier indicative of the container image. The container image is saved in a central container registry. The method further includes receiving, from a client, data characterizing deployment parameters associated with the deployment of the container image on the plurality of compute nodes and the unique identifier indicative of the container image. The method also includes generating at least one analytics service pod based on the deployment parameters and the unique identifier. The at least one analytics service pod includes the container image. The at least one analytics service pod is configured to execute the analytics package on one or more compute nodes of the plurality of compute nodes based on the deployment parameters.