Corrections
If a count changes, a source gets downgraded, or a confidence label moves, the record should show it. Quiet edits are bad practice for a platform like this.
Corrections should explain what changed, why it changed, and whether a historical snapshot was amended or annotated. When in doubt, annotate rather than rewrite the past.
March 30, 2026
Resolved
The public trends, research, and layoff surfaces were narrowed to source-backed BLS, ATS, and official-disclosure data only. Provisional modeled series were removed rather than left in place with caveats.
March 30, 2026
Resolved
Software Developers now uses the current BLS 15-1252 line item instead of the broader combined occupation family values that also include QA analysts and testers.