page_url,page_updated,table_no,table_section,row,column,value
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,1,Occupation,Interpreters & translators
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,1,Exposure estimate,98%+ automation exposure
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,1,What has measurably happened,"The highest exposure of any occupation measured. Machine translation quality crossed the commercial-acceptability threshold for most routine content; surviving demand is concentrated in legal, medical, literary and certified work where accuracy is liable."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,1,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,2,Occupation,Office & administrative support
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,2,Exposure estimate,46% task-automation share
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,2,What has measurably happened,"Highest task share of any category. Data entry is the most-cited ""doomed"" role in 2026 listings. Scheduling, routing and document handling absorbed; exception handling and office coordination retained."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,2,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,3,Occupation,Legal support & paralegals
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,3,Exposure estimate,44% task share; paralegals 80% risk by 2026; legal support 75–95% by 2027
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,3,What has measurably happened,"Document review that took paralegal weeks now takes hours with tools like Harvey and Casetext. Legal researchers estimated at 65% risk by 2027. Privileged judgement, client advice and court appearance unaffected."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,3,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,4,Occupation,Content & copywriting
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,4,Exposure estimate,Freelance postings −33%; marketing content writer roles projected −50% by 2030
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,4,What has measurably happened,"The clearest measured displacement outside translation. Bloomberry's analysis of 5M freelance postings shows the drop since ChatGPT launched. Content mills largely replaced; original reporting, investigation, brand voice and strategy retained."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,4,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,5,Occupation,Market research & analysis
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,5,Exposure estimate,53% of analyst tasks by 2026
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,5,What has measurably happened,"Data gathering, cleaning and first-pass synthesis absorbed. Framing the question and defending the conclusion to a decision-maker retained."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,5,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,6,Occupation,Bookkeeping & basic accounting
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,6,Exposure estimate,35–50% reduction in basic bookkeeping roles by 2028
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,6,What has measurably happened,"Transaction coding, reconciliation and routine compliance automate well. Accountants doing analysis, judgement and sign-off are materially less exposed — the liability sits with a named human."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,6,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,7,Occupation,HR & recruiting
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,7,Exposure estimate,"30–40% of HR roles automatable at low effort (Bersin, Apr 2026)"
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,7,What has measurably happened,"The best-documented counter-example. IBM automated ~94% of routine HR tasks, hit a residual 6% requiring ethical judgement, and moved to triple US entry-level hiring. 62% of companies expect AI to run hiring end-to-end by end-2026, but Korn Ferry finds 52% of talent leaders are adding AI agents rather than replacing recruiters. HR AI adoption doubled 26%→43% in a year."
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,7,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,8,Occupation,Customer support
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,8,Exposure estimate,Median tier-1 deflection 41.2%
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,8,What has measurably happened,Most automated and most reversed. Full analysis →
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,8,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,9,Occupation,Software engineering
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,9,Exposure estimate,Entry-level postings −67%
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,9,What has measurably happened,"Output absorbed, verification became the constraint. Full analysis →"
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,1,Exposure by occupation,9,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,1,Measure,US job losses attributed to AI — 4.5% of all US layoffs
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,1,Figure,"~55,000"
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,1,Period,2025
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,1,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,2,Measure,"US job cuts citing AI, first four months"
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,2,Figure,"49,135"
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,2,Period,2026
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,2,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,3,Measure,Share of US cuts citing AI in the month it became the #1 stated reason
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,3,Figure,25%
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,3,Period,Mar 2026
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,3,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,4,Measure,"Tracked tech layoff events citing AI or automation (173 of 322), affecting ~170,945 workers"
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,4,Figure,54%
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,4,Period,2026
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,4,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,5,Measure,Employers who regret AI-related layoffs
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,5,Figure,55%
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,5,Period,2026
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,5,Confidence,MEDIUM
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,6,Measure,Roles cut for AI already refilled
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,6,Figure,32%
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,6,Period,2026
https://report-ai.org/indexes/workforce-labor/will-ai-replace-my-job/by-occupation/,2026-09-11,2,The aggregate picture,6,Confidence,MEDIUM