North West · Baseline population 148,942
Official ONS figures for the region Blackburn 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 Blackburn-only figure.
UK average for the same period: unemployment 4.7%, employment 75.3%, inactivity 20.9%. North West ranks 6 of 12 UK regions and countries by unemployment rate.
202,445 people in North West were claiming unemployment-related benefits in September 2026, 5.5% of economically active residents, up 7,895 on September 2025. Among 16–24 year olds the count was 44,785, up 4,480 on the year. Not seasonally adjusted; this is an administrative count, not a survey estimate.
3,318,448 people were on a payroll in North West in September 2026, down 6,259 (0.19%) 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 Blackburn events — the tracker records the country a layoff was reported in, not the town or city, so nothing here is attributed to Blackburn.
| 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.
Blackburn's manufacturing sector at 14.2% is among the highest of any city in this dataset — a legacy of the textile industry that has evolved but never fully departed. Combined with retail at 10.8% and admin support at 10.4%, over 35% of jobs sit in high-risk automation categories. The other side of the coin is health at 11.4% and education at 9.8%, which together anchor over a fifth of the workforce in genuinely resilient sectors. The BAE Systems aerospace corridor running through East Lancashire is a real economic asset, providing high-value manufacturing jobs that are harder to automate than the routine production work. But the gap between Blackburn's highest-risk and lowest-risk sectors is one of the widest in the dataset, creating a city that's simultaneously well-protected and deeply vulnerable depending on which street you work on. The NHS is doing genuine economic heavy lifting here, and the question is whether that's a feature or a warning sign.
Blackburn has the manufacturing exposure of a town that peaked during the cotton boom and never fully accepted that it was over. 14.2% in manufacturing, 10.8% in retail, 10.4% in admin — it's a Victorian economic structure with a Costa Coffee and a bus station. The town centre is a cautionary tale: The Mall Blackburn (they rebranded it from 'The Mall,' which is generous) is anchored by the kind of shops that are closing faster than new ones open, and the market — once the beating heart of the town — now competes with an Asda and the entire internet. The aerospace supply chain via BAE is the one genuinely defensible industry, but it employs a fraction of the people who used to work the mills and it requires skills that the current workforce largely doesn't have. Meanwhile, the NHS and the council between them employ a quarter of the working population, which isn't an economy — it's a public sector life support system. Blackburn keeps appearing on 'most deprived' lists and keeps producing strategies to get off them, and neither of those things has changed in twenty years. The robots won't make it worse, exactly. They'll just make the gap between the people who can adapt and the people who can't even more visible.
Blackburn needs to lean hard into the aerospace supply chain — BAE Systems and the East Lancashire corridor represent a genuine competitive advantage that most towns this size would kill for. Invest in upskilling programmes specifically targeting aerospace-grade precision manufacturing, composite materials, and advanced electronics. The health sector's dominance should be leveraged proactively: develop health-tech partnerships with the East Lancashire Hospitals Trust, create care-sector apprenticeship pathways, and position Blackburn as a centre for health innovation in the North West. The council should also be honest about the town centre — it's not coming back as a retail destination, and planning policy should accelerate the transition to residential, community, and workspace uses. Educational attainment is the fundamental constraint: without dramatically improving skills at every level, from basic literacy to technical qualifications, no amount of strategy will change the underlying vulnerability.
They'll talk about the aerospace corridor at every council meeting, send a delegation to the Farnborough Air Show, and produce a leaflet about East Lancashire's 'engineering excellence.' BAE will continue to recruit from Preston and further afield because the local skills pipeline doesn't produce what they need. Someone will propose a 'Blackburn Digital Academy' that trains twenty people a year in web design. The Mall will lose another anchor tenant and gain a trampoline park. A community wealth building initiative will be announced, modelled on Preston, implemented at a quarter of the scale, and quietly abandoned after the initial funding runs out. The council will bid for a freeport or a special economic zone and be unsuccessful. The NHS will keep hiring because people will keep getting ill, and this will be presented at a conference as 'health sector growth.' In Blackburn, the gap between economic strategy documents and economic reality is wide enough to park a cotton mill in, and nobody on either side seems to notice.
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 | 14.2% | 0.82 | high | 11.64 |
| Human Health & Social Work | 11.4% | 0.18 | low | 2.05 |
| Retail | 10.8% | 0.8 | high | 8.64 |
| Administrative & Support Services | 10.4% | 0.85 | high | 8.84 |
| Education | 9.8% | 0.15 | low | 1.47 |
| Transport & Storage | 6.4% | 0.78 | high | 4.99 |
| Accommodation & Food Services | 5.8% | 0.48 | medium | 2.78 |
| Public Administration & Defence | 5.8% | 0.22 | low | 1.28 |
| Wholesale | 5.4% | 0.55 | medium | 2.97 |
| Construction | 5.1% | 0.28 | low | 1.43 |
| Financial & Insurance Services | 4.6% | 0.75 | high | 3.45 |
| Professional, Scientific & Technical | 3.4% | 0.3 | low | 1.02 |
| Arts, Entertainment & Recreation | 3.3% | 0.2 | low | 0.66 |
| Information & Communication | 2.2% | 0.5 | medium | 1.1 |
| Real Estate | 0.7% | 0.4 | medium | 0.28 |
| Agriculture, Forestry & Fishing | 0.6% | 0.25 | low | 0.15 |
The vulnerability score is a weighted average of Blackburn'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 77.0 means Blackburn's workforce is significantly concentrated in higher-weighted sectors compared with other United Kingdom cities in this dataset; it does not state a 77.0% probability of displacement.