Abstract: The invention provides a system and method for scheduling resources. In one respect, embodiments of the invention allow workers to indicate preferences for specific shifts during a planning horizon, within limitations imposed by the scheduling system. Embodiments of the system and method seek to meet all hard constraints, and utilize a flexible scoring technique to minimize the violation of soft constraints. Embodiments also consider the substitution of higher skilled workers in cases where there is an unmet demand for lower skilled workers.