We address the problem of scalable design of reconfigurable manufacturing systems, considering tasks with uncertain processing time. The principal goal is to find a line design that offers the most interesting scope in terms of productivity and robustness through all its configurations generated by adding extra resources. To do this, a new bi-objective based scalability metric is introduced. A simulated annealing algorithm is developed to find a line design that maximizes the proposed metric.