event_id,employer,ledger_status,announced,function,indeed_sector,jobs_named_for_function,employer_words,sector_index_at_announcement,sector_index_latest,sector_change_since,all_postings_change_since,sector_minus_market
3,Salesforce,verified,2025-09-02,customer_support,Customer Service,4000,"support headcount cut from 9,000 to about 5,000 as AI agents take cases",88.68,87.89,-0.8,0.1,-0.9
13,IBM,verified,2025-05-08,hr,Human Resources,200,about 200 HR roles replaced by an AI agent,85.39,96.83,11.4,-2.1,13.6
30,C.H. Robinson,verified,2025-06-30,operations_backoffice,Administrative Assistance,,automation and AI-driven solutions to reduce manual processes,97.4,96.19,-1.2,-1.0,-0.2
11,Citigroup,verified,2026-01-14,operations_backoffice,Administrative Assistance,,process and operations roles as AI reshapes how work gets done,96.05,96.19,0.1,1.0,-0.8
23,Coinbase,verified,2026-05-05,middle_management,Management,,managers who only manage,101.57,103.66,2.1,1.0,1.1
17,Cloudflare,verified,2026-05-07,finance_accounting,Accounting,,"the measurers: finance, legal, audit and middle management",96.93,104.87,7.9,1.2,6.8
17,Cloudflare,verified,2026-05-07,legal,Legal,,"the measurers: finance, legal, audit and middle management",117.93,122.8,4.9,1.2,3.7
17,Cloudflare,verified,2026-05-07,middle_management,Management,,"the measurers: finance, legal, audit and middle management",101.53,103.66,2.1,1.2,1.0
22,Upwork,verified,2026-05-07,software_engineering,Software Development,,"engineering, product design and management layers",74.6,78.09,3.5,1.2,2.3
34,Gambling.com,verified,2026-05-14,marketing_content,Marketing,,product and marketing content teams,76.28,76.37,0.1,2.1,-2.0
29,ClickUp,verified,2026-05-21,software_engineering,Software Development,,engineers now direct agents instead of writing code,74.24,78.09,3.9,1.8,2.1
27,Elastic,verified,2026-06-24,software_engineering,Software Development,,engineering and other non-sales functions,73.58,78.09,4.5,2.0,2.5
35,Redis,verified,2026-07-15,software_engineering,Software Development,,"R&D, Israel hardest hit",75.56,78.09,2.5,2.3,0.2
25,Domain Money,verified,2026-08-01,advisory,Banking & Finance,,about half of the financial-planning team,105.17,106.97,1.8,1.8,-0.0
58,Baker McKenzie,verified,2026-02-06,operations_backoffice,Administrative Assistance,,a review of its business professionals functions,97.98,96.19,-1.8,0.2,-2.0
37,WiseTech Global,verified_mostly_outside_us,2026-02-24,software_engineering,Software Development,,up to 50% of product & development and customer service; mostly outside the US,70.88,78.09,7.2,-1.4,8.6
37,WiseTech Global,verified_mostly_outside_us,2026-02-24,customer_support,Customer Service,,up to 50% of product & development and customer service; mostly outside the US,92.88,87.89,-5.0,-1.4,-3.6