Yorkshire and the Humber · Baseline population 345,038
Official ONS figures for the region Wakefield sits in, published June to August 2026. These are measured statistics, separate from the structural exposure score above — they are reported here as context and are not an input to it. Region-level data is the finest geography ONS publishes monthly; it is not a Wakefield-only figure.
UK average for the same period: unemployment 4.7%, employment 75.3%, inactivity 20.9%. Yorkshire and the Humber ranks 3 of 12 UK regions and countries by unemployment rate.
145,635 people in Yorkshire and the Humber were claiming unemployment-related benefits in September 2026, 5.3% of economically active residents, up 4,060 on September 2025. Among 16–24 year olds the count was 33,835, up 3,330 on the year. Not seasonally adjusted; this is an administrative count, not a survey estimate.
2,398,254 people were on a payroll in Yorkshire and the Humber in September 2026, down 7,956 (0.33%) on the year, against 0.22% down across the UK as a whole — Yorkshire and the Humber is shedding payrolled jobs faster than the national average. This is an administrative count of actual payroll records, not a survey estimate. The most recent month is a provisional flash estimate and is routinely revised.
The two UK-wide measures of employees disagree. On ONS's own like-for-like
comparison, HMRC payroll (RTI) records show payrolled employees
down 92,000 over the
year and down
37,000 over the quarter in
June to August 2026. Over the same period the Labour Force Survey shows employees
up 314,000 to
29.9 million. The provisional September
flash estimate puts payrolled employees at
30.3 million, down
66,000 on the year.
ONS attributes part of the LFS employee increase to improvements in the survey since January 2024, which have obtained more responses from employed people. Levels have therefore moved closer to RTI, but ONS cautions that LFS measures of change 'may be less aligned with RTI because they capture both real labour market shifts and changes arising from the survey improvements'. The divergence is concentrated in the 25 to 34 year old age group, which ONS is still investigating.
ONS's view remains that RTI 'currently provides the most reliable measure of employees'. As of the October 2026 release this statement appears in the LFS quality update rather than in the labour market overview bulletin itself.
We surface both rather than quietly picking one.
The August 2026 flash estimate reported a fall of 145,000 on the year; the confirmed figure is 111,000. Flash estimates are provisional and are routinely revised when more data arrive, so the September flash of -66,000 should be read as the least settled number here.
ONS research linking RTI
to the LFS, published 28 September 2026:
Linked HMRC PAYE data showed a stronger recovery in employment after the pandemic and a smaller, less prolonged rise in economic inactivity than the published LFS estimates alone suggested. It also suggested the LFS recovery during 2024 and 2025 may have reduced non-response bias, since using the linked payroll data made only a small difference to the level of employment and inactivity estimates in 2025. ONS describes the work as exploratory and is continuing the analysis.
The survey side is UK-wide; ONS publishes no regional split of this comparison. The payroll side is parsed from the ONS reference table (rtisaoct2026.xlsx). Source: ONS Labour market overview, UK: October 2026, released 20 October 2026. Next release 17 November 2026.
Sources. ONS Labour market overview, UK (time series API); ONS Labour market in the regions of the UK (Table 2, annual changes); ONS Annual Population Survey, via NOMIS (variables, percentages); Claimant count by sex and age (Universal Credit + JSA), ONS/DWP via NOMIS; Earnings and employment from PAYE Real Time Information, seasonally adjusted (Table 7, payrolled employees by NUTS1 region). Retrieved 2026-10-22. LFS and APS outputs moved from “official statistics in development” to “official statistics” on 11 August 2026 and ONS is not seeking reaccreditation; survey-based detail should be read with that in mind. Contains public sector information licensed under the Open Government Licence v3.0.
Reported UK redundancy events from the CopeCheck Layoffs tracker. These are UK-wide, not Wakefield events — the tracker records the country a layoff was reported in, not the town or city, so nothing here is attributed to Wakefield.
| Reported | Company | Roles | Sector | Source |
|---|---|---|---|---|
| 2026-08 | University of Essex | 400 | Education | www.bbc.co.uk |
| 2026-08 | Nothing | 100 | Technology | Google Alerts RSS |
| 2026-08 | Travelport | 57 | Technology | Google Alerts RSS |
| 2026-08 | TSB | 130 | Banking | bmmagazine.co.uk |
| 2026-08 | Diageo | 38 | Food & Beverage | drinks-intel.com |
| 2026-08 | WPP | 1,267 | Advertising | gbnews.com |
| 2026-08 | Supermassive Games | 75 | Technology | Google Alerts RSS |
| 2026-08 | RNLI | 75 | Charity/Non-profit | Google Alerts RSS |
74 UK events recorded for 2026, of which 11 are attributed by their source at least partly to AI or automation. Counts are individual reported events, not a national total. The upstream tracker withholds aggregates because source claims may be syndicated, aggregate, planned, aliased or overlapping. These are UK-wide and are not attributed to this city. Compiled from layoffs.fyi, TrueUp, Crunchbase, TechCrunch, and news reports. Snapshot taken 2026-10-22.
Model-generated scenario commentary, not reported fact. Specific claims about future employer or council behaviour are hypothetical; use the sector table, not the prose, as the reproducible input to the score.
Wakefield's economy tells the story of a post-industrial city that found a second act in distribution and light manufacturing — and is now discovering that the second act has an expiry date. Manufacturing at 11.8%, retail at 11.1%, admin support at 10.6%, and transport at 8.2% create a combined exposure of over 40% in high-to-medium risk sectors. The M62 corridor location made Wakefield a natural logistics hub, but the warehouses that brought employment are increasingly the warehouses that demonstrate automation. Health at 9.8% and education at 9.2% provide genuine ballast — Pinderfields Hospital alone is one of the largest employers — but these sectors can't absorb the scale of displacement that's coming from manufacturing and distribution. The Hepworth Gallery put Wakefield on the cultural map, but culture doesn't employ thousands. The city needs a workforce strategy, not a visitor strategy.
Wakefield traded rhubarb fields for fulfilment centres and thought that was economic development. The M62 corridor is this generation's coalfield — a geographic accident that creates jobs for a while before the economics move on and leave everyone wondering what happened. Manufacturing at 11.8%, retail at 11.1%, admin at 10.6% — it's the full set of sectors that AI researchers use as textbook examples of automation vulnerability. The Ridings Shopping Centre lost Debenhams and gained a hole in the ground, which is at least an honest representation of what's happening to the retail sector nationally. The Hepworth Gallery is beautiful and employs about forty people, which makes it a wonderful cultural asset and a completely irrelevant employment strategy. Wakefield's town centre regeneration has been 'about to happen' for so long that the CGI renders have started to date. Meanwhile, the actual employers — the warehouses on the M62, the factories in Normanton, the retail parks in Glasshoughton — are each individually making the rational decision to automate, and collectively creating a displacement wave that nobody in the council chamber is planning for.
Wakefield's leadership needs to develop the cultural economy that the Hepworth Gallery kickstarted into something that actually employs people at scale — creative industries, digital media, maker spaces that connect to the manufacturing heritage. The health sector should be treated as a deliberate employment strategy, not just something that happens: invest in health-tech, care apprenticeships, and clinical training facilities that make Wakefield a destination for health careers. The logistics sector needs managed transition — the council should be negotiating automation adjustment packages with major warehouse operators now, before the redundancies start, including mandatory retraining commitments as conditions of planning approval. The Yorkshire Sculpture Park and the Hepworth create a cultural identity that could attract creative professionals and remote workers — but only if the housing, transport, and broadband infrastructure supports it. Don't wait for Leeds to overflow. Build something worth coming to.
They'll build another sculpture trail, commission a mural about Wakefield's industrial heritage, and announce a 'Creative Quarter' in some empty buildings near the cathedral. The Hepworth will host corporate events for Leeds-based companies who enjoy the drive out. The warehouses along the M62 will continue automating, each one replacing a few dozen workers at a time — never enough to make national news, always enough to hollow out the local job market. Someone will propose converting the Ridings Centre into 'mixed use,' which means flats above a Tesco Express. The council will bid for every pot of government money available, win some, lose some, and spend what arrives on infrastructure that benefits people passing through rather than people who live there. A 'Wakefield Works' employment programme will launch with a website, a hashtag, and twenty places. The fundamental structural question — what employs 10,000 people in Wakefield when the warehouses and admin centres don't need them — will remain unanswered, because answering it would require admitting the current strategy isn't working.
Historical employment share by broad sector, with CopeCheck's heuristic exposure weight and contribution to the relative score. Higher weights contribute more; they are not probabilities.
| Sector | Employment % | Exposure Weight | Exposure Tier | Contribution |
|---|---|---|---|---|
| Manufacturing | 11.8% | 0.82 | high | 9.68 |
| Retail | 11.1% | 0.8 | high | 8.88 |
| Administrative & Support Services | 10.6% | 0.85 | high | 9.01 |
| Human Health & Social Work | 9.8% | 0.18 | low | 1.76 |
| Education | 9.2% | 0.15 | low | 1.38 |
| Transport & Storage | 8.2% | 0.78 | high | 6.4 |
| Construction | 6.4% | 0.28 | low | 1.79 |
| Wholesale | 6.4% | 0.55 | medium | 3.52 |
| Financial & Insurance Services | 5.2% | 0.75 | high | 3.9 |
| Accommodation & Food Services | 4.8% | 0.48 | medium | 2.3 |
| Public Administration & Defence | 4.8% | 0.22 | low | 1.06 |
| Professional, Scientific & Technical | 4.1% | 0.3 | low | 1.23 |
| Arts, Entertainment & Recreation | 3.3% | 0.2 | low | 0.66 |
| Information & Communication | 2.6% | 0.5 | medium | 1.3 |
| Real Estate | 0.9% | 0.4 | medium | 0.36 |
| Agriculture, Forestry & Fishing | 0.8% | 0.25 | low | 0.2 |
The vulnerability score is a weighted average of Wakefield's sector employment shares. Each broad sector carries a CopeCheck heuristic exposure weight (0.0–1.0). Frey & Osborne's study estimated occupation-level susceptibility; it did not publish these sector weights. The bundled city files also lack record-level source dates and ledgers, so this is a historical structural comparison rather than an official current statistic. The weighted average is normalised to a 0–100 scale. A score of 78.6 means Wakefield's workforce is significantly concentrated in higher-weighted sectors compared with other United Kingdom cities in this dataset; it does not state a 78.6% probability of displacement.