South West · Baseline population 131,107
Official ONS figures for the region Gloucester 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 Gloucester-only figure.
UK average for the same period: unemployment 4.7%, employment 75.3%, inactivity 20.9%. South West ranks 10 of 12 UK regions and countries by unemployment rate.
97,965 people in South West were claiming unemployment-related benefits in September 2026, 3.3% of economically active residents, up 3,815 on September 2025. Among 16–24 year olds the count was 20,285, up 2,240 on the year. Not seasonally adjusted; this is an administrative count, not a survey estimate.
2,506,727 people were on a payroll in South West in September 2026, down 3,907 (0.16%) on the year, against 0.22% down across the UK as a whole. 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 Gloucester events — the tracker records the country a layoff was reported in, not the town or city, so nothing here is attributed to Gloucester.
| 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.
Gloucester's economic profile carries more vulnerability than its proximity to the prosperous Cotswolds might suggest. Manufacturing at 8.6%, retail at 10.4%, and admin at 10.2% create a combined high-risk exposure above 29%, while health at 10.4% and education at 9.2% provide partial offset. The city sits twenty minutes from Cheltenham's GCHQ-driven cyber cluster but captures almost none of that economic spillover. Gloucester's docks regeneration has produced apartments, restaurants, and a museum, but the employment impact has been modest. The gap between Gloucester's geographic potential — equidistant from Bristol, Birmingham, and the Cotswolds — and its actual economic performance is one of the most frustrating in the dataset. The raw materials for a stronger economy are nearby; the question is whether Gloucester can attract them.
Twenty minutes from Cheltenham's GCHQ jobs and light-years from its economic resilience. Gloucester got the docks and the cathedral; Cheltenham got the spies and the money. Manufacturing at 8.6%, retail at 10.4%, admin at 10.2% — Gloucester's economy looks like every other mid-sized English city that peaked in the industrial era and hasn't found a compelling second act. The docks regeneration is the council's favourite talking point, and it's produced a Wetherspoons in a warehouse, some apartments that overlook other apartments, and a Gloucester Waterways Museum that attracts roughly the number of visitors you'd expect from a museum about canals. The Eastgate Shopping Centre is doing the thing where it stays open through sheer inertia while losing any tenant that has options. The proximity to Cheltenham should be an advantage — GCHQ's supply chain needs cybersecurity firms, and cybersecurity firms need affordable offices — but somehow the spillover spills everywhere except Gloucester. The city is the geographic equivalent of being the less attractive twin: same DNA, same postcode, completely different outcomes. At least the cathedral is magnificent, which is more than you can say for the economic development strategy.
Gloucester needs to capture the GCHQ and Cheltenham cyber cluster spillover that currently bypasses it entirely. Offer cybersecurity firms aggressive incentives: subsidised workspace, fast broadband infrastructure, rates holidays, and collaboration with the University of Gloucestershire on applied cyber skills. The docks area has capacity for tech and creative workspace that Cheltenham can't provide at the same price point. Partner with Cheltenham Borough Council on a joint cyber corridor strategy that treats both towns as a single ecosystem. The manufacturing base should pivot toward precision engineering and defence supply chain work that connects to the GCHQ/MoD spending pipeline. The city centre needs honest post-retail planning: residential conversion, community infrastructure, and workspace rather than another retail strategy.
They'll keep regenerating the docks, add a food hall and some more apartments, call it 'Gloucester Quays Phase 4,' and watch Cheltenham continue to get all the GCHQ spillover because Gloucester never bothered to build the infrastructure to attract it. Someone will propose a 'Gloucester Cyber Hub' that consists of some desks in a converted building and a LinkedIn post. GCHQ will continue employing people who live in Cheltenham, the Cotswolds, and occasionally Gloucester — in that order. The Eastgate Centre will lose another anchor tenant. The cathedral precinct will host a craft market. A 'Gloucester Means Business' campaign will launch, reaching approximately the people who already run businesses in Gloucester. The fundamental problem — that Cheltenham has the jobs and Gloucester has the deprivation — will be discussed at joint working groups that produce minutes and little else. Gloucester will continue to be the place Cheltenham points to when it needs to demonstrate regional inequality, and Cheltenham will continue to be the place Gloucester points to when it needs to demonstrate aspiration. The gap between them will not close.
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 |
|---|---|---|---|---|
| Retail | 10.4% | 0.8 | high | 8.32 |
| Human Health & Social Work | 10.4% | 0.18 | low | 1.87 |
| Administrative & Support Services | 10.2% | 0.85 | high | 8.67 |
| Education | 9.2% | 0.15 | low | 1.38 |
| Manufacturing | 8.6% | 0.82 | high | 7.05 |
| Financial & Insurance Services | 7.4% | 0.75 | high | 5.55 |
| Public Administration & Defence | 6.2% | 0.22 | low | 1.36 |
| Construction | 5.8% | 0.28 | low | 1.62 |
| Accommodation & Food Services | 5.8% | 0.48 | medium | 2.78 |
| Professional, Scientific & Technical | 5.8% | 0.3 | low | 1.74 |
| Transport & Storage | 5.6% | 0.78 | high | 4.37 |
| Wholesale | 5.2% | 0.55 | medium | 2.86 |
| Information & Communication | 4.2% | 0.5 | medium | 2.1 |
| Arts, Entertainment & Recreation | 3.4% | 0.2 | low | 0.68 |
| Real Estate | 1.0% | 0.4 | medium | 0.4 |
| Agriculture, Forestry & Fishing | 0.8% | 0.25 | low | 0.2 |
The vulnerability score is a weighted average of Gloucester'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 72.4 means Gloucester's workforce is significantly concentrated in higher-weighted sectors compared with other United Kingdom cities in this dataset; it does not state a 72.4% probability of displacement.