University of Southern California

Hiroshi Ochiumi
Assistant Professor of Clinical Data Sciences and Operations

USC Marshall School of Business
Los Angeles, CA 90089-0808

PhD, University of Southern California; MBA, University of Washington; BEng, Waseda University


Hiroshi Ochiumi is an operations management scholar. His research interests include supply chain management, design and analysis of contracts, and behavioral aspects of decision making. He teaches classes on operations management and designing spreadsheet-based business models. Prior to receiving his PhD, Professor Ochiumi worked for Hilti Japan and Goldman Sachs.


Dasu, S., and Ochiumi, H. (2012) "Compensation Schemes for Salespersons who forecast,".