East Midlands · Baseline population 257,174
Official ONS figures for the region Derby 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 Derby-only figure.
UK average for the same period: unemployment 4.7%, employment 75.3%, inactivity 20.9%. East Midlands ranks 5 of 12 UK regions and countries by unemployment rate.
110,430 people in East Midlands were claiming unemployment-related benefits in September 2026, 4.5% of economically active residents, up 2,990 on September 2025. Among 16–24 year olds the count was 24,640, up 2,345 on the year. Not seasonally adjusted; this is an administrative count, not a survey estimate.
2,209,865 people were on a payroll in East Midlands in September 2026, down 2,014 (0.09%) 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 Derby events — the tracker records the country a layoff was reported in, not the town or city, so nothing here is attributed to Derby.
| 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.
Derby's economy is more concentrated than almost any city in this dataset — Rolls-Royce and its supply chain dominate a manufacturing sector that sits at 14.6%, the second highest nationally. When a single employer has that kind of gravitational pull, the city's vulnerability isn't just about automation in general — it's about what Rolls-Royce specifically decides to do with its Derby workforce. The company is investing in small modular reactors, sustainable aviation fuel, and increasingly digital manufacturing processes, all of which are good for Rolls-Royce and potentially good for Derby — but modern manufacturing creates value with fewer people. Admin at 9.4%, retail at 9.8%, and education and health around 9.5% each provide some diversification, but the single-employer dependency makes Derby unusually fragile. Advanced manufacturing is still manufacturing, and the automation frontier doesn't stop at the factory gate just because the products are sophisticated.
Derby is a one-company town in denial about being a one-company town. Rolls-Royce is the sun around which the entire local economy orbits, and like the actual sun, you can't look directly at the dependency without going blind. Manufacturing at 14.6% — the second highest in the dataset — sounds like a strength until you realise it's mostly one employer and their supply chain, and that employer has been reducing headcount by 2-3% a year for the better part of a decade while producing more revenue than ever. That's not a blip. That's the future. Derby's cope is 'but our manufacturing is advanced' — jet engines, nuclear reactors, submarine parts — as if AI and automation respect sophistication. They don't. Advanced just means the robots cost more. The city centre is a Westfield shopping centre attached to a cathedral, which neatly summarises Derby's economic duality: praying and shopping, neither of which is going especially well. The Intu Centre went into administration before the pandemic, which is the commercial property equivalent of dying before the war starts. Every corporate announcement from Rolls-Royce about 'investing in Derby' should be read with the subtext: investing in Derby technology, not necessarily Derby people.
Derby's leadership faces a specific challenge: how do you diversify away from Rolls-Royce without alienating the company that employs, directly and indirectly, a huge share of the workforce? The answer is to build complementary sectors that Rolls-Royce itself needs: nuclear engineering skills for the SMR programme, hydrogen technology expertise for sustainable aviation, data science capabilities for digital manufacturing. These create local capacity that serves Derby's anchor employer while also attracting other firms. The university needs to be the engine of diversification — expand engineering, data science, and clean energy programmes aggressively. The city also needs to develop sectors with no Rolls-Royce dependency at all: creative industries, health tech, professional services that serve the East Midlands rather than one employer. The city centre redevelopment post-Intu should be bold and non-retail: maker spaces, tech workspace, residential — anything that diversifies the economic base.
They'll keep putting Rolls-Royce in every press release, every strategy document, every pitch deck, as if mentioning the company enough times will prevent it from continuing its quiet annual headcount reduction. Someone will announce a 'Derby Innovation Hub' in a refurbished building near the station, attracting a couple of startups and a café. Rolls-Royce will make another announcement about investing in Derby that, if you read the details, means more automation and fewer production staff. The council will celebrate this as 'confidence in Derby' because the alternative is admitting that their economy is a company town where the company is getting more efficient. The old Intu Centre site will be subject to a decade of planning, consultation, and failed bids before something mediocre gets built. The university will be described as 'key to diversification' in every meeting and underfunded in every budget. Someone will point out that Toyota is just down the road in Burnaston and suggest a 'Derbyshire Automotive Cluster' marketing initiative, ignoring that Toyota is automating too. Derby will remain a great place to work if you work for Rolls-Royce. The problem is that Rolls-Royce needs fewer people to be a great company, and nobody in Derby wants to say that out loud.
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 | 14.6% | 0.82 | high | 11.97 |
| Retail | 9.8% | 0.8 | high | 7.84 |
| Human Health & Social Work | 9.8% | 0.18 | low | 1.76 |
| Administrative & Support Services | 9.4% | 0.85 | high | 7.99 |
| Education | 9.4% | 0.15 | low | 1.41 |
| Professional, Scientific & Technical | 6.8% | 0.3 | low | 2.04 |
| Financial & Insurance Services | 6.2% | 0.75 | high | 4.65 |
| Public Administration & Defence | 5.6% | 0.22 | low | 1.23 |
| Transport & Storage | 5.4% | 0.78 | high | 4.21 |
| Accommodation & Food Services | 5.2% | 0.48 | medium | 2.5 |
| Construction | 4.8% | 0.28 | low | 1.34 |
| Wholesale | 4.6% | 0.55 | medium | 2.53 |
| Information & Communication | 4.1% | 0.5 | medium | 2.05 |
| Arts, Entertainment & Recreation | 3.1% | 0.2 | low | 0.62 |
| Real Estate | 0.9% | 0.4 | medium | 0.36 |
| Agriculture, Forestry & Fishing | 0.3% | 0.25 | low | 0.07 |
The vulnerability score is a weighted average of Derby'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 76.5 means Derby's workforce is significantly concentrated in higher-weighted sectors compared with other United Kingdom cities in this dataset; it does not state a 76.5% probability of displacement.