Talent Risk · Patterns
Patterns
What the record shows across 196 employers over the last 12 months: which jobs, why, what came first, where, and what is coming. Every count is a count of employers, and every employer is linked.
What the data says
Findings computed from the record each time the site rebuilds. Each links to the employer or to the list filtered to the set it names.
Which jobs
Job functions named in the last 12 months, counted by employer. 78 of 365 announcements say which jobs. A job function is shown once at least three employers have named it.
Named in job cuts
- Operations, admin and back office19 employers · 25 announcements · AI cited 9×Amazon, Barclays, BMW, BP, Deutsche Telekom, Diageo, Disney, Home Depot and 11 more
- Middle management16 employers · 21 announcements · AI cited 6×Amazon, Asda, BMW, Coinbase, Diageo, Disney, Home Depot, HSBC and 8 more
- Customer service and contact centres12 employers · 12 announcements · AI cited 7×Allianz, Amazon, Barclays, BT Group, Centrica, Deutsche Telekom, John Lewis Partnership, Mercedes-Benz and 4 more
- IT, infrastructure and data11 employers · 12 announcements · AI cited 6×Adidas, Amazon, Asda, Barclays, Disney, General Motors, Intel, Ocado and 3 more
- Software engineering9 employers · 15 announcements · AI cited 6×Adidas, Amazon, Apple, Barclays, Disney, Microsoft, Oracle, Renault and 1 more
- Research and development7 employers · 8 announcements · AI cited 1×Amazon, BMW, Bosch, GSK, Nestlé, Ocado, Renault
- Factory and production7 employers · 7 announcementsAmazon, Diageo, General Motors, GSK, Novartis, Philips, ARYZTA
- Sales6 employers · 7 announcements · AI cited 4×Amazon, Apple, HSBC, Microsoft, Oracle, T-Mobile US
- Finance and accounting6 employers · 7 announcements · AI cited 5×Amazon, Cloudflare, Deutsche Telekom, KPMG, Oracle, Standard Chartered
- AI and machine learning5 employers · 8 announcements · AI cited 7×Amazon, Barclays, Coinbase, HSBC, Meta
- Consulting, audit and advisory5 employers · 6 announcements · AI cited 1×Deloitte, HSBC, ING, KPMG, Microsoft
- Stores and branches4 employers · 6 announcementsAmazon, Apple, John Lewis Partnership, Santander UK
- HR and recruitment4 employers · 5 announcements · AI cited 3×Amazon, Cloudflare, Oracle, Standard Chartered
- Marketing and communications4 employers · 4 announcements · AI cited 3×Amazon, Cloudflare, Disney, Oracle
- Warehouse, delivery and logistics3 employers · 4 announcementsAmazon, Asda, Sainsbury's
Named in hiring and redeployment
- AI and machine learning19 employers · 30 announcements · AI cited 25×Allianz, Amazon, American Express, Barclays, Cisco, Cloudflare, Coinbase, Deutsche Telekom and 11 more
- Software engineering5 employers · 5 announcements · AI cited 5×British American Tobacco, Cloudflare, Deutsche Telekom, IBM, Meta
Why they say they’re cutting
The reasons employers and the reports give for job cuts in the last 12 months, counted by employer. Only reasons a source states; never our guess.
How: compulsory redundancies (20) · voluntary redundancy or buyouts (12) · sites closing (12) · redeploying staff (9) · not replacing leavers (7)
Employers giving each reason. 138 of 368 announcements state a reason; we count only what the sources say.
The signs before the cuts
How often a hiring freeze, a restructuring charge, or executives linking AI to headcount was followed by announced cuts at the same employer within six months.
- Reported to be weighing cuts10 of 14typically 11 days ahead · Amazon, Citigroup, Disney
- AI efficiency drive3 of 5typically 40 days ahead · Accenture, Amazon, JPMorgan Chase
- Executives signal cuts3 of 4typically 20 days ahead · British American Tobacco, Meta, Oracle
Signals reported by the company or a major outlet at least six months ago, and whether announced cuts followed at the same employer within six months. 52 of 280 rounds of cuts on the record had such a signal before them.
Where the cuts fall
Countries where job cuts were reported in the last 12 months, wherever the employer is headquartered. 257 of 316 announcements say where. A country is shown once at least three employers have announced cuts there.
- US98 employers · 75,194 jobsAccenture, Amazon, Apple, AT&T, Bank of America, Barclays +92
- UK14 employers · 12,391 jobsAmazon, Asda, Barclays, Deloitte, HSBC, Jaguar Land Rover +8
- Germany7 employers · 641 jobsBMW, Bosch, GSK, HSBC, Novartis, Volkswagen +1
- India5 employersAdidas, Amazon, Barclays, Microsoft, Renault
- France4 employers · 1,800 jobsMicrosoft, Nestlé, Renault, Société Générale
- Ireland4 employers · 228 jobsDiageo, eBay, Microsoft, Oracle
- Canada3 employersAmazon, General Motors, Microsoft
Where people went, as reported
Employers named by a source as taking on another employer’s people, or hiring from its cuts. Only moves a report states; never inferred.
British American Tobacco → Accenture
29 June 2026 · The Independent
Asda → Evri
15 January 2026 · The Telegraph
What’s coming: rules that could move jobs
New laws, rules, bills and consultations from official sources, tagged by the sectors they touch and checked twice before they appear. We link the official text and never estimate the effect on jobs. Taking effect soonest first.
US · Made or passedTakes effect 18 November 2026
Managing Senior Professional Performance
New performance appraisal rules for US federal senior-level and scientific/professional employees, eliminating prior appraisal programs.
US · Made or passedTakes effect 27 November 2026
Federal Firearm Licensees may now use NICS to conduct background checks on current or prospective firearm handler employees.
US · Made or passedTakes effect 30 November 2026
Personnel Management in Agencies: Strategic Human Capital Management
Federal personnel management regulations updated to modernize human capital planning and reporting in US agencies.
US · Made or passedTakes effect 4 January 2027
Improving Transparency Into Pharmacy Benefit Manager Fee Disclosure
Pharmacy benefit managers must disclose compensation details to health plan fiduciaries, affecting healthcare employer costs.
UK · Proposed
Immigration rules and work visa requirements may change, affecting employer hiring of non-UK workers.
UK · Proposed
Healthcare sector regulation and employment terms for NHS and health workers may change.
UK · Proposed
Cyber Security and Resilience (Network and Information Systems) Bill
Cyber security regulatory requirements for network operators may increase compliance costs and staffing demands.
UK · Proposed
Financial Services and Markets Bill [HL]
Financial services regulation and compliance requirements may change, affecting banking sector employment.
UK · Open consultation
Child employment regulatory framework
Regulatory framework consultation for employment of school-age children in England.
UK · New law
The Transport Infrastructure (Fees) Regulations 2026
Public authorities can charge fees for services on transport infrastructure projects.
UK · Proposed
Rail industry regulation, franchise terms, or employment conditions may change.
UK · Proposed
Civil Aviation (Consumer Protection and Regulatory Reform) Bill [HL]
Aviation regulation and consumer protection rules may affect airline and airport sector employment.