This paper quanti es the importance of non-wage job characteristics to workers by estimating a structural on-the-job search model. The model generalizes the standard search framework by allowing workers to search for jobs based on both wages and job-speci c non-wage utility ows. Within the structure of the search model, data on accepted wages and wage changes at job transitions identify the imp...