In this paper, we match firm data to individual work history files in order to simultaneously estimate the wage and employment duration processes of a longitudinal sample of two million French workers employed in roughly one million firms and followed over twenty years. The particular structure of the data set allows us to distinguish between the impact of job search and labor demand indicators on wages and employment at the job level. The model allows for correlated individual and job unobserved heterogeneity. Controlling for job matching, we find that returns to seniority are close to zero
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