The rest of this paper is organized as follows. Section 2 briefly reviews the supply chain of the semiconductor industry. Section 3 reviews the AHP and data envelopment analysis (DEA) methodologies. Section 4 proposes the AHP/DEA methodology for packaging companies ranking problem. Section 5 presents a case study for implementing the methodology. In Section 6, some conclusion remarks are made.