On this day in labor history the year was 1790. That was the day that work for many living in the new country of the United States began to change in a significant way. Samuel Slater operated the first cotton spindle machine to spin yarn in the U.S in Pawtucket, Rhode Island. The 48-spindle machine ran on the water power of Pawtucket Falls.