This paper constructs and estimates a model of strategic wage bargaining with on-the-job search to explore three different components of wages: general human capital, match-specific capital, and outside option. As the workers find better job opportunities, the current employer has to compete with outside firms to retain them. This between-firm competition results in wage growth even when productivity remains the same. The model is estimated by a simulated minimum distance estimator and data from the NLSY79. The results indicate that the improved value of outside option raises wages of ten-year-experienced workers by 16%.