Recent advances in artificial intelligence and robotics are reshaping our thinking about the likely trajectory of occupational change and employment growth. Understanding the evolving relationship between computer capability and human skill demands requires confronting historical thinking about machine displacement of human labor and considering the contemporary incarnation of this displacement: the simultaneous growth of high-education, high-wage and low-education, low-wages jobs.