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We investigate the relationship between wages, productivity, and worker characteristics using a new exhaustive matched employer‐employee longitudinal dataset for France. Expanding on the methodology originally proposed by Hellerstein, Neumark and Troske (1999), we relax their hypotheses and provide a new method using cost for the employer. Interestingly, results for France stand in stark contrast with those found in the US: in manufacturing, we find no or little wage discrimination against women who appear to hold less productive jobs, while older workers are relatively overpaid, or equivalently, younger workers are underpaid. Robustness of these results across time periods, industries and identifying assumptions, are confirmed. (J24, J31, J7)
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