dataset: 19,371 salary changes made to job postings after they went live, caught in two weeks across ~1,000 company boards
Reddit r/analytics2w4 min read
collected by hitting the public json endpoints for greenhouse, ashby and lever across 998 companies, once a day, and diffing each posting against the previous snapshot. no auth needed, these are the boards the companies serve to their own careers pages. what the diff has caught in 14 days: salary_changed 19,371 department_changed 15,549 closed 7,292 title_changed 1,549 location_changed 1,086 reopened 301 55,294 postings seen total, 48,303 currently open. 23,898 of the open ones carry a pay band, which is 49.5%. two things worth knowing if you want to do this yourself. greenhouse has no structu
