East Midlands · Baseline population 103,886
Official ONS figures for the region Lincoln 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 Lincoln-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 Lincoln events — the tracker records the country a layoff was reported in, not the town or city, so nothing here is attributed to Lincoln.
| 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.
Lincoln's economy blends agricultural heritage with a growing university-and-health economy that has transformed the city over the past two decades. Education at 11.2% and health at 11.4% together anchor over 22% of the workforce in resilient sectors — a dramatic change from the pre-university era when the economy was dominated by manufacturing and agriculture. But retail at 10.8%, admin at 9.4%, and manufacturing at 8.4% still account for a significant share of employment, and the city's location in the agricultural heartland of Lincolnshire creates both opportunity (agri-tech) and constraint (limited alternative employment within commuting range). The University of Lincoln has been a genuine success story, but the city's economic destiny depends on whether that institution can anchor an entire local economy or merely improve it at the margins.
Lincoln's cathedral has outlasted every other local industry, and the university is making a creditable attempt to be the modern equivalent. Education and health together employ over a fifth of the city, which is what happens when a genuine institution arrives in a place that didn't have one. Everything else — retail at 10.8%, admin at 9.4%, manufacturing at 8.4% — is the same automatable mix that shows up everywhere, just with more tractors in the hinterland. The Brayford Waterfront development gave Lincoln a social centre that's pleasant, restaurant-heavy, and employs people in hospitality rather than anything that advances the economic base. The High Street climbs dramatically uphill from the station to the cathedral, which is an apt metaphor for the city's economic trajectory: visible progress, considerable effort, and you're still only at the church when you reach the top. The university's agri-tech and engineering programmes are genuine strengths, and they'd be more useful if Lincolnshire's agricultural economy wasn't also automating. Lincoln is a better city than it was twenty years ago, which is true, faint praise, and ultimately not a protection against AI-driven displacement of the retail and admin workers who make up a third of the workforce.
The University of Lincoln's agri-tech and engineering programmes are the city's best long-term bet — scale them into commercial clusters that serve Lincolnshire's agricultural economy with precision farming, autonomous machinery, and environmental monitoring technology. Position Lincoln as the UK's agri-tech capital, connecting farming automation with rural skills development at a national level. The health sector should be actively developed with clinical AI and telemedicine capabilities that serve the dispersed rural population. The city centre needs a post-retail strategy that acknowledges the Steep Hill's tourist economy and the Brayford's leisure economy as different assets requiring different approaches. Lincoln's relative affordability is an asset — market it to remote workers and small tech firms priced out of Nottingham and Leicester.
They'll launch an 'AgriTech Lincoln' initiative, get some government funding, produce a website, and watch the actual farming automation technology get developed in Cambridge and deployed by companies based in London. The university will be credited with 'transforming Lincoln' at every opportunity, which is true, and asked to solve every subsequent problem, which is unfair. Someone will propose a 'Lincoln Digital Quarter' near the Brayford that attracts a marketing agency and a coffee shop. The Cornhill Quarter will be described as 'revitalising the city centre' despite employing roughly the same number of people as the shops it replaced. The agricultural hinterland will automate regardless of what happens in Lincoln, and the county's farmers will buy their precision farming equipment from companies that have never heard of the Bailgate. Lincoln will continue improving — the trajectory is genuine — but the pace of improvement will be outrun by the pace of automation in the sectors that employ the most people. The cathedral will remain. The question is whether the rest of the economy can match its endurance.
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 |
|---|---|---|---|---|
| Human Health & Social Work | 11.4% | 0.18 | low | 2.05 |
| Education | 11.2% | 0.15 | low | 1.68 |
| Retail | 10.8% | 0.8 | high | 8.64 |
| Administrative & Support Services | 9.4% | 0.85 | high | 7.99 |
| Manufacturing | 8.4% | 0.82 | high | 6.89 |
| Public Administration & Defence | 6.8% | 0.22 | low | 1.5 |
| Accommodation & Food Services | 6.4% | 0.48 | medium | 3.07 |
| Financial & Insurance Services | 5.8% | 0.75 | high | 4.35 |
| Construction | 5.6% | 0.28 | low | 1.57 |
| Transport & Storage | 5.2% | 0.78 | high | 4.06 |
| Professional, Scientific & Technical | 4.8% | 0.3 | low | 1.44 |
| Wholesale | 4.6% | 0.55 | medium | 2.53 |
| Arts, Entertainment & Recreation | 3.8% | 0.2 | low | 0.76 |
| Information & Communication | 3.4% | 0.5 | medium | 1.7 |
| Agriculture, Forestry & Fishing | 1.4% | 0.25 | low | 0.35 |
| Real Estate | 0.9% | 0.4 | medium | 0.36 |
The vulnerability score is a weighted average of Lincoln'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 67.5 means Lincoln's workforce is significantly concentrated in higher-weighted sectors compared with other United Kingdom cities in this dataset; it does not state a 67.5% probability of displacement.