A technique includes determining an order for projects to be performed on a computer system. Each project is associated with multiple job sets, such that any of the job sets may be executed on the computer system to perform the project. The technique includes selecting the projects in a sequence according to the determined order to progressively build a schedule of jobs for execution on the computer system. For each selected project, incorporating one of the associated job sets into the schedule based on a cost of each of the associated job sets.