This document summarizes a study that used simulation to improve the layout of a job shop manufacturing facility using group technology concepts. 34 parts processed on 6 machines were analyzed. The parts were divided into 4 families using direct clustering. A new layout was designed with similar machines grouped together using the CRAFT algorithm. This resulted in a minimum material handling cost layout. The initial layout cost was 1738.75 units per period, while the optimized layout using group technology concepts and CRAFT algorithm cost 1071.25 units per period, a significant cost reduction.