{"generated_at":"2026-11-08T09:50:17Z","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":3312884,"live_postings":1075111,"flagged":662097,"flagged_share":61.6,"likely":451369,"likely_share":42.0,"possible":210728,"reposted_at_least_once":346324,"reposted_share":32.2,"reposted_twice":126781,"reposted_twice_share":11.8},"window":{"first_seen_min":"2026-07-08","generated_on":"2026-11-08","days":123,"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":12201,"flagged":8991,"likely":7384,"share":73.7},{"name":"Education","n":10718,"flagged":7425,"likely":5324,"share":69.3},{"name":"Ops & Logistics","n":35152,"flagged":22848,"likely":16207,"share":65.0},{"name":"Skilled Trades","n":73136,"flagged":46385,"likely":30201,"share":63.4},{"name":"Healthcare","n":93841,"flagged":59309,"likely":40120,"share":63.2},{"name":"Sales","n":73107,"flagged":44066,"likely":28820,"share":60.3},{"name":"Software & IT","n":108654,"flagged":63038,"likely":38591,"share":58.0},{"name":"Finance & Accounting","n":9046,"flagged":4518,"likely":2587,"share":49.9},{"name":"Admin & HR","n":11070,"flagged":5202,"likely":3122,"share":47.0},{"name":"Marketing","n":8598,"flagged":3961,"likely":2126,"share":46.1}],"by_metro":[{"name":"Redmond, WA","n":712,"flagged":547,"likely":444,"share":76.8},{"name":"Bastrop, TX","n":668,"flagged":501,"likely":382,"share":75.0},{"name":"Annapolis Junction, MD","n":545,"flagged":408,"likely":304,"share":74.9},{"name":"Hawthorne","n":909,"flagged":672,"likely":484,"share":73.9},{"name":"Springfield, IL","n":531,"flagged":392,"likely":303,"share":73.8},{"name":"Wichita, KS","n":524,"flagged":386,"likely":320,"share":73.7},{"name":"Chattanooga, TN","n":632,"flagged":464,"likely":388,"share":73.4},{"name":"Rockford, IL","n":432,"flagged":316,"likely":235,"share":73.1},{"name":"Sarasota, FL","n":657,"flagged":479,"likely":419,"share":72.9},{"name":"Fairfax, VA","n":567,"flagged":412,"likely":313,"share":72.7},{"name":"ND, Fargo","n":422,"flagged":307,"likely":238,"share":72.7},{"name":"Waco, TX","n":482,"flagged":348,"likely":278,"share":72.2}],"by_company":[{"name":"House Buyers of America","n":403,"flagged":403,"likely":354,"share":100.0},{"name":"Collabera","n":1430,"flagged":1430,"likely":1429,"share":100.0},{"name":"Sonoma Consulting Inc.","n":418,"flagged":418,"likely":418,"share":100.0},{"name":"Dellfor Technologies","n":468,"flagged":468,"likely":468,"share":100.0},{"name":"RA","n":738,"flagged":738,"likely":737,"share":100.0},{"name":"USM","n":1386,"flagged":1386,"likely":1386,"share":100.0},{"name":"krg technology inc","n":1166,"flagged":1166,"likely":1166,"share":100.0},{"name":"Dermafix Spa","n":521,"flagged":521,"likely":50,"share":100.0},{"name":"COZY MANAGEMENT","n":1318,"flagged":1318,"likely":1318,"share":100.0},{"name":"OptiMindHealth","n":621,"flagged":621,"likely":0,"share":100.0},{"name":"Contact Government Services, LLC","n":1427,"flagged":1425,"likely":1417,"share":99.9},{"name":"SANTAFE HEALTHCARE","n":1849,"flagged":1847,"likely":1840,"share":99.9},{"name":"CROSSMARK","n":1714,"flagged":1711,"likely":1711,"share":99.8},{"name":"MCG","n":829,"flagged":826,"likely":826,"share":99.6},{"name":"Integrated Resources INC","n":1802,"flagged":1790,"likely":1790,"share":99.3}],"change":{"since":"2026-11-02T09:50:17Z","days":6,"flagged_share":3.1,"likely_share":1.3,"reposted_share":-0.2,"reposted_twice_share":0.3}}