i'd be careful calling that 12% a clean floor tho. it's the rows dropped when you dedupe on company plus title, and the error can go either way. evergreen roles that get reposted under new titles inflate the count, while separate reqs with the same title get merged and bring it down.

headline figures like the 43% remote share also depend on which denominator you pick. On pay disclosure 2026 sources give state counts of 13, 16 or 18, and the national numbers blend states with and without mandates, so splitting postings by work jurisdiction would be a more useful test