{"generated_at":"2026-09-23T09:50:14Z","method":{"source":"CareerRiver posting_ledger — posting identities tracked over time by a URL-independent token (normalised company + title + city)","population":"job postings currently live in the index","possible":"live 45+ days, or pulled and re-listed at least once","likely":"live 90+ days, or pulled and re-listed 2+ times","caveat":"This measures ghost SIGNALS in listing behaviour. It is not proof that any individual employer posted in bad faith; a role can legitimately stay open or be re-listed."},"headline":{"ledger_identities":2399943,"live_postings":782600,"flagged":445817,"flagged_share":57.0,"likely":48287,"likely_share":6.2,"possible":397530,"reposted_at_least_once":149487,"reposted_share":19.1,"reposted_twice":48287,"reposted_twice_share":6.2},"window":{"first_seen_min":"2026-07-08","generated_on":"2026-09-23","days":77,"note":"Nothing before first_seen_min was observed. Postings first seen on the opening day may be older than the ledger can show, so listing AGE is a lower bound and is not used for any published figure."},"not_published":{"reason":"Cohorts entered the index at different times and have unequal follow-up, so tier shares and any breakdown between groups cannot be separated from coverage timing. Computed here for later cohort-controlled analysis.","fields":["flagged_share","likely_share","by_family","by_metro","by_company"]},"by_family":[{"name":"Customer Support","n":9887,"flagged":7028,"likely":1131,"share":71.1},{"name":"Education","n":7797,"flagged":4943,"likely":387,"share":63.4},{"name":"Ops & Logistics","n":26960,"flagged":16018,"likely":1978,"share":59.4},{"name":"Healthcare","n":67087,"flagged":39680,"likely":1911,"share":59.1},{"name":"Sales","n":51868,"flagged":30234,"likely":1997,"share":58.3},{"name":"Skilled Trades","n":55153,"flagged":30870,"likely":3892,"share":56.0},{"name":"Software & IT","n":77755,"flagged":41415,"likely":1867,"share":53.3},{"name":"Finance & Accounting","n":6883,"flagged":3197,"likely":236,"share":46.4},{"name":"Marketing","n":6084,"flagged":2767,"likely":95,"share":45.5},{"name":"Admin & HR","n":8582,"flagged":3619,"likely":358,"share":42.2}],"by_metro":[{"name":"Redmond, WA","n":617,"flagged":477,"likely":5,"share":77.3},{"name":"Wichita, KS","n":424,"flagged":322,"likely":22,"share":75.9},{"name":"Boston-MA","n":516,"flagged":387,"likely":339,"share":75.0},{"name":"Bastrop, TX","n":619,"flagged":460,"likely":11,"share":74.3},{"name":"Sarasota, FL","n":595,"flagged":442,"likely":95,"share":74.3},{"name":"Hawthorne","n":753,"flagged":546,"likely":3,"share":72.5},{"name":"Kansas City, KS","n":629,"flagged":452,"likely":28,"share":71.9},{"name":"ND, Fargo","n":449,"flagged":315,"likely":6,"share":70.2},{"name":"Chattanooga, TN","n":448,"flagged":314,"likely":25,"share":70.1},{"name":"Fairfax, VA","n":540,"flagged":374,"likely":32,"share":69.3},{"name":"Waco, TX","n":469,"flagged":324,"likely":25,"share":69.1},{"name":"West Palm Beach, FL","n":493,"flagged":340,"likely":20,"share":69.0}],"by_company":[{"name":"ATIA Ltd","n":413,"flagged":413,"likely":0,"share":100.0},{"name":"MCG","n":841,"flagged":841,"likely":0,"share":100.0},{"name":"Mindlance","n":1228,"flagged":1228,"likely":0,"share":100.0},{"name":"Sonoma Consulting Inc.","n":419,"flagged":419,"likely":0,"share":100.0},{"name":"Dellfor Technologies","n":468,"flagged":468,"likely":0,"share":100.0},{"name":"Integrated Resources INC","n":1798,"flagged":1798,"likely":0,"share":100.0},{"name":"USM","n":1390,"flagged":1390,"likely":0,"share":100.0},{"name":"krg technology inc","n":1168,"flagged":1168,"likely":0,"share":100.0},{"name":"Collabera","n":1445,"flagged":1444,"likely":0,"share":99.9},{"name":"RA","n":741,"flagged":740,"likely":0,"share":99.9},{"name":"LUIHN VANTEDGE PARTNERS","n":409,"flagged":407,"likely":0,"share":99.5},{"name":"Domino's","n":2660,"flagged":2634,"likely":2612,"share":99.0},{"name":"Papa John's","n":1401,"flagged":1381,"likely":1,"share":98.6},{"name":"ProSidian Consulting, LLC","n":1899,"flagged":1854,"likely":0,"share":97.6},{"name":"Air Force Civilian Career Training","n":441,"flagged":430,"likely":0,"share":97.5}],"change":{"since":"2026-09-18T09:50:14Z","days":5,"flagged_share":-2.9,"likely_share":1.7,"reposted_share":1.9,"reposted_twice_share":1.7}}