Interactive map
Heatmap activation scores across every LAD with click-through profiles.
View live demoLive data across 968 geographies
Labour market intelligenceyou can act on
Policy-grade dashboards, area comparisons, composite indices, and workforce briefings — built on 152,492 indicators from 48 verified sources.
Last ingest: Find an Apprenticeship (Display Advert v2) · 29 Jul 2026 · Period 2025-09 · 33 sources refreshed in 30 days
England labour market snapshotLive
Employment rate
77%
2025-09 · England LAD avg
Unemployment rate
5.8%
2025-09 · England LAD avg
Inactivity
20.1%
2025-09 · England LAD avg
Median weekly pay
£777
2025 · England LAD avg
Geography coverage
Chart preview
Indicators152,492
Composite indices4
Data sources48
Refreshed (30d)33
968
Geographies tracked
152,492
Labour market indicators
12,305
Live vacancies indexed
16,140
Procurement notices
3,290
Skill demand by area
48
Verified data sources
Live examples
See the platform in action
Real labour market data from your CareerStat database — the same charts and comparisons available inside the dashboard.
Multi-area radar profile
Compare employment, indices, and labour market health side-by-side
Chart preview
Headline indicators
| Metric | Manchester | Liverpool | Leeds |
|---|---|---|---|
| Population | 589,670 | 508,961 | 845,189 |
| Businesses | 65,826 | 34,562 | 56,582 |
| Economic activity rate | 100% | 100% | 100% |
| Employment rate | 73.6% | 69.1% | 71.6% |
| Household income/head | £18,945 | £18,976 | £21,694 |
| Median weekly pay | £715 | £721 | £721 |
Composite indices
Talent Supply
Manchester47.3
Liverpool56.92
Leeds50.21
Employer Demand
Manchester85.75
Liverpool80.12
Leeds83.25
Activation
Manchester58.75
Liverpool65.71
Leeds50.36
Skills Mismatch
Manchester14.25
Liverpool4.34
Leeds14.34
Platform capabilities
Explore every tool
Six live demos built on the same data engine that powers customer dashboards — no signup required.
Employment
74.2%
Pay
74.2%
Business
74.2%
Area deep-dives
Headline KPIs, indices, business flows, and sector breakdowns per geography.
View live demo72
Talent
58
Demand
34
Activation
Composite indices
Talent Supply, Employer Demand, Activation Score, and Skills Mismatch nationally.
View live demoExecutive summary
Labour supply
Recommendations
Intelligence reports
Structured workforce briefings assembled from live indicators — no generative AI in demo.
View live demoGET /api/v1/indicators ?geography=E08000003
API & exports
REST endpoints, bulk CSV, and webhook patterns for embedding intelligence.
View live demoLive data engine
Always-on ingestion you can audit
Every figure traces back to a timestamped ingest run from an official source — here is what the pipeline has been doing.
48
Active source feeds
Official datasets wired in
1,074
Ingest snapshots
Versioned data captures
132
Completed ingest runs
End-to-end pipeline runs
33
Refreshed in 30 days
Sources updated recently
Recently refreshed sources
Find an Apprenticeship (Display Advert v2)
England · Daily
29 Jul 2026ActiveAdzuna Jobs API
United Kingdom · Daily
29 Jul 2026ActiveCouncil Committee Decisions (Modern.gov)
United Kingdom · Weekly
29 Jul 2026ActiveFunding & Regeneration (GOV.UK)
United Kingdom · Daily
29 Jul 2026ActiveLocal News (GDELT + Council Newsrooms)
United Kingdom · Daily
29 Jul 2026Activeplanning.data.gov.uk (Planning Applications)
England · Monthly
29 Jul 2026Active
Latest ingest runs
- Complete
29 Jul 2026
1/1 sources ok
- Complete
29 Jul 2026
10/10 sources ok
- Complete
28 Jul 2026
1/1 sources ok
- Complete
28 Jul 2026
10/10 sources ok
- Complete
27 Jul 2026
1/1 sources ok
Recently added to the platform
NewUnited Kingdom
Adzuna Jobs API
Adzuna · Daily
Live UK job adverts from Adzuna search API. Populates Vacancy rows with LAD geo-resolution for area dashboards and skill-geo demand rollups.
NewUnited Kingdom
UKRI Gateway to Research
UK Research and Innovation · Quarterly
UKRI-funded research & innovation projects (Innovate UK, research councils, Horizon Europe Guarantee) with award value and lead-organisation postcode, geo-tagged to LADs. No API key.
NewUnited Kingdom
UK Government Grants Register (Cabinet Office)
Cabinet Office · Annual
Award-level government grants across all departments (general + formula grants) from the Cabinet Office Government Grants Register ODS, geo-tagged to LADs via recipient postcode. The most complete record of UK government grant spending.
NewUnited Kingdom
360Giving (government grant awards)
360Giving · Weekly
Individual grant awards from government funders (GB-GOR Org IDs) via the 360Giving API. Geo-tagged to LADs for the activity timeline. No API key required; registration recommended.
Built for Decision Makers
Whether you shape policy, plan workforce strategy, or allocate talent — CareerStat gives you the data advantage
Business
Benchmark salaries, forecast hiring demand, and identify skills shortages before they impact your business.
Start analysingGovernment
Evidence-based policy with verified labour market data. Compliance-ready, auditable, and aligned with ONS standards.
Request a briefingRecruiters
Data-backed hiring intelligence. Understand talent availability, salary expectations, and market competition in real time.
Explore talent mapResearchers
Academic-grade datasets with full methodology transparency. API access for integration with your analysis pipelines.
Explore dataTrusted Data Sources
We aggregate, clean, and harmonise data from 48+ authoritative official sources across the UK, EU, and OECD — every figure traceable to its origin.
ONS & Nomis
Labour market & Census 2021
DWP Stat-Xplore
Benefits & claimant counts
DfE Statistics
Education & destinations
GIAS Schools & Colleges
Every school & college, Ofsted-rated
Ofqual
Regulated qualifications register
Skills England
Occupational maps & routes
Companies House
Business & employer data
ESCO
Skills & occupation taxonomy
Apprenticeships & Jobs
Live vacancies & standards
HM Land Registry
House prices by local authority
Indices of Deprivation
IoD 2025 (England)
Eurostat & OECD
International benchmarks
Plus devolved-nation statistics (NISRA, StatsWales, statistics.gov.scot), IfATE apprenticeship standards, and the ESFA provider register.
Ready for Better Labour Market Intelligence?
Join employers, policymakers, and analysts already making data-driven workforce decisions with CareerStat
Cookies on careersstat
We use strictly necessary cookies to run the service, and — only with your consent — analytics cookies to improve it. We never use advertising cookies. See our Cookie Policy.