The present disclosure is a system for risk-based scheduling of a containerized application service. The system may include a scheduler extender which is configured to receive a list of nodes available to process an application or part of an application to be completed by one or more nodes of the list of nodes and receive information from one or more information technology (IT) sensors configured to measure an aspect of an IT operation associated with nodes of the list of nodes. The scheduler extender may be configured to filter the list of nodes based on the information from the one or more information technology (IT) sensors which measure an aspect of an IT operation associated with nodes of the list of nodes.