The job search literature suggests that on-the-job search reduces the probability of unemployed people finding a job. However, there is little evidence that employed and unemployed job seekers are similar or apply for the same jobs. We compare employed and unemployed job seekers in terms of their individual characteristics, preferences over working hours, job-search strategies and employment hi...