A method, information processing system, and computer program storage product for associating jobs with resource subsets in a job scheduler. At least one job class that defines characteristics associated with a type of job is received. A list of resource identifiers for a set of resources associated with the job class is received. A set of resources available on at least one information processing system is received. The resource identifiers are compared with each resource in the set of resources available on the information processing system. A job associated with the job class with is scheduled with a set of resources determined to be usable by the job based on the comparing.