“Based on multiple periods of China General Social Survey (CGSS) data, the impact of industrial robots on non-agricultural employment of rural labor was evaluated using instrumental variable method. The results indicate that the application of industrial robots significantly reduces the probability of non-agricultural employment for rural labor, providing a solution to the problem of high-quality and full employment for rural labor.”