 In 1888, she began work at the Harvard College Observatory as an employee of Edward Pickering.Florence was one of the "Harvard Computers" who worked under Pickering and, following his death in 1919, Annie Jump Cannon.Her classifications of stellar spectra contributed to "Henry Draper Catalogue" between 1918 and 1934.