https://replaceabilityindex.com/insights Long-form editorial on AI replaceability, career resilience, and the changing US labor market. Built on BLS O*NET data + OECD AI Capability Indicators (2025) across 709 occupations. en-US CC-BY-4.0 — The Replaceability Index hi@replaceabilityindex.com (Shawn Geeman) hi@replaceabilityindex.com (Shawn Geeman) Fri, 29 May 2026 09:00:00 GMT 1440 https://replaceabilityindex.com/insights/ai-replacement-healthcare-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-healthcare-industry-2026 Fri, 29 May 2026 09:00:00 GMT AI risk in healthcare, scored. Medical records specialists 78, registered nurses 24, physicians 14, radiologists 52. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-software-engineering-2026 https://replaceabilityindex.com/insights/ai-replacement-software-engineering-2026 Fri, 29 May 2026 09:00:00 GMT AI risk in software engineering, scored. Computer programmers 70, mid-level developers 52, senior engineers 38, CIOs 25. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-accounting-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-accounting-industry-2026 Fri, 29 May 2026 09:00:00 GMT AI risk in accounting, scored. Bookkeeping clerks 80, tax preparers 74, accountants and auditors 62, financial managers 28. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-education-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-education-industry-2026 Fri, 29 May 2026 09:00:00 GMT AI risk in education, scored. K-12 teachers 18-22, professors 36, tutors 64, librarians 48. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-insurance-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-insurance-industry-2026 Fri, 29 May 2026 09:00:00 GMT AI risk in insurance, scored. Underwriters 78, claims adjusters 72, actuaries 30, policy clerks 82. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-marketing-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-marketing-industry-2026 Fri, 29 May 2026 09:00:00 GMT AI risk in marketing, scored. Copywriters 74, writers 70, graphic designers 68, marketing managers 30. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-exposure-score-by-profession https://replaceabilityindex.com/insights/ai-exposure-score-by-profession Thu, 28 May 2026 09:00:00 GMT AI exposure score by profession explained. The OECD-aligned method McKinsey, MIT, and Goldman Sachs use, mapped to 709 BLS occupations with concrete per-role numbers. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/how-to-become-ai-proof-2026 https://replaceabilityindex.com/insights/how-to-become-ai-proof-2026 Thu, 28 May 2026 09:00:00 GMT How to become AI-proof in 2026. Forget the job lists. AI-proof is a posture: audit your task mix, build accountability gates, become the operator AI works for. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-legal-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-legal-industry-2026 Thu, 28 May 2026 09:00:00 GMT AI risk in the legal industry, scored. Paralegals 75, junior associates 58, partners 22. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 US occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replacement-finance-industry-2026 https://replaceabilityindex.com/insights/ai-replacement-finance-industry-2026 Thu, 28 May 2026 09:00:00 GMT AI risk in finance, scored. Accountants 68, financial analysts 77, bookkeepers 80, financial advisors 22. Built on BLS O*NET + OECD AI Capability Indicators (2025) across 709 occupations. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-replaceability-score-by-occupation https://replaceabilityindex.com/insights/ai-replaceability-score-by-occupation Fri, 08 May 2026 09:00:00 GMT AI replaceability score for every US occupation. 709 SOC codes ranked 0-100 against the OECD AI Capability Indicators (2025). Search any role, get a number in seconds. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/oecd-ai-capability-indicators-occupations https://replaceabilityindex.com/insights/oecd-ai-capability-indicators-occupations Fri, 08 May 2026 09:00:00 GMT OECD AI Capability Indicators (June 2025) mapped to BLS O*NET occupation tasks across 709 US SOC codes. The consumer interpretation of the OECD framework for labor exposure. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-exposure-by-soc-code https://replaceabilityindex.com/insights/ai-exposure-by-soc-code Fri, 08 May 2026 09:00:00 GMT AI exposure score for every BLS Standard Occupational Classification code. 709 SOC 2010 6-digit codes ranked 0-100. Public CC-BY-4.0 dataset. SOC-level methodology. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/bls-onet-ai-replaceability-dataset https://replaceabilityindex.com/insights/bls-onet-ai-replaceability-dataset Fri, 08 May 2026 09:00:00 GMT Open dataset of AI replaceability scores for 709 US occupations indexed by BLS O*NET task profiles + OECD AI Capability Indicators (2025). CC-BY-4.0. CSV + JSON + scoring code. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/frey-osborne-2026-update https://replaceabilityindex.com/insights/frey-osborne-2026-update Thu, 07 May 2026 09:00:00 GMT Updating Frey-Osborne 2013 against the OECD AI Capability Indicators (2025). Spearman rank correlation 0.667 across 555 matched occupations; 11% sign-flip on the tails. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/wage-and-ai-risk https://replaceabilityindex.com/insights/wage-and-ai-risk Thu, 07 May 2026 09:00:00 GMT High pay used to mean AI-safe. The data reverses above $80K. We score 709 occupations on wage-vs-replaceability and the cluster that emerges should change how you think about career safety. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/ai-job-replacement-calculator https://replaceabilityindex.com/insights/ai-job-replacement-calculator Thu, 07 May 2026 09:00:00 GMT Free AI job replacement calculator. Enter your role, get a 0-100 replaceability score, archetype, and tier in 60 seconds. Built on 709 BLS occupations + OECD AI Capability Indicators (2025). hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/will-ai-replace-my-job-2026 https://replaceabilityindex.com/insights/will-ai-replace-my-job-2026 Tue, 05 May 2026 09:00:00 GMT Will AI replace your job? We scored 709 US occupations against the OECD AI Capability Indicators (2025). Get your replaceability score, archetype, and 12-month plan in 60 seconds. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/most-ai-proof-careers-2026 https://replaceabilityindex.com/insights/most-ai-proof-careers-2026 Tue, 05 May 2026 09:00:00 GMT 30 careers AI cannot replace, ranked by replaceability score across 709 US occupations. Built on BLS task data + OECD AI Capability Indicators (2025). Salary, growth, score per role. hi@replaceabilityindex.com (Shawn Geeman) https://replaceabilityindex.com/insights/how-to-ai-proof-your-career https://replaceabilityindex.com/insights/how-to-ai-proof-your-career Tue, 05 May 2026 09:00:00 GMT A specific 12-month career-proofing plan built on BLS O*NET task data + OECD AI Capability Indicators (2025). Defensive + offensive moves, 4 phases, with role-specific pivot maps. hi@replaceabilityindex.com (Shawn Geeman)