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Manx Technology GroupSmart Island
Education · Capacity

Over- / Under-Training Analysis

Is UCM training too many people for the jobs the Isle of Man actually has? Or too few? Compares UCM annual supply against census workforce × replacement churn + live vacancies, per occupation. A compass for curriculum planning — not a GPS.

🌗AI Transition Era · context for the analysis below

Supply, demand and AI disruption are all moving at once.

An apparent oversupply might be a course catalogue that hasn't yet pivoted to the AI era. An apparent undersupply might be a role AI is about to absorb. Use the ⚡ Adjust for AI toggle, and treat this page as the start of a UCM curriculum conversation, not the end of one.

Adjust for AIRaw supply:demand. Click to see how the picture changes when AI absorbs automation-exposed work.
Strategic read — AI synthesis

UCM Training Supply: Key Mismatches Revealed

Our latest capacity analysis shows striking mismatches between UCM’s annual graduate output and the Isle of Man’s replacement demand, using 2021 census data and a 4% UK-average churn rate (note: actual churn varies by sector, and not all graduates stay or work locally). For laboratory technicians, UCM produces around 40 graduates yearly—over 34 times the Island’s estimated annual demand of just 1.2, risking significant oversupply. Similarly, for artists and medical practitioners n.e.c., UCM’s output exceeds demand by factors of 15 and 18, respectively. In contrast, there is notable undersupply for chartered and certified accountants, where UCM trains only 32 per year against a replacement demand and live vacancies totalling 94, a supply:demand ratio of just 0.48. These figures should guide curriculum adjustments, employer engagement, and career advice for young people. Action: Review these mismatches in your planning—prioritise realigning course capacities and strengthening pathways where local demand is high.

📈Likely Oversupply
13
📉Likely Undersupply
1
⚖️Balanced
10
🚫No UCM Pathway
23
Too Small to Score
4
📐 How to read these ratios

Supply:Demand ratio = UCM annual graduate supply ÷ (census workforce × 4% annual churn + half of current live vacancies). A ratio of means UCM produces roughly what the Island's labour market absorbs each year; 3×+ suggests oversupply; under 0.7× suggests shortage.

Trust undersupply more than oversupply. When UCM produces far fewer graduates than demand (ratio below 1.0), it's hard to explain that away — the Island is genuinely either importing talent or leaving roles unfilled. The oversupply rankings are rougher: the keyword-based occupation-matcher is intentionally broad (the "engineering" keyword maps every engineering course to every engineer SOC, starting with Civil Engineers) so heavily-matched SOCs like Civil Engineers or Construction PMs show inflated supply. We cap annual supply at 40/occupation to stop absurd headline numbers, but the oversupply side should be read as "UCM teaches adjacent material" not as "UCM produces N civil engineers a year."

Other caveats: 4% churn is a UK average (healthcare higher, long-tenure professions lower). UCM graduates don't all stay on the Island or enter the matched occupation. Census is 2021. Treat this as a compass, not a GPS.

📉 Likely Undersupply — read alongside the AI nuance

UCM produces fewer than 70% of the graduates the Island's labour market absorbs each year. ⚠️-flagged rows are also being absorbed by AI today — those need a curriculum pivot, not a volume increase. Rows with no chip are mixed signal — use judgement.

📈 Likely Oversupply — more graduates than IoM can absorb

UCM produces 3× or more graduates than annual demand. Sometimes legitimate (graduates leave the Island and work elsewhere — a net export of talent), sometimes a signal that course capacity should reallocate. Read with the caveats above — multi-SOC course attribution can inflate these numbers.

34×
ratio
SOC 3111Laboratory technicians⚠️ AI-disrupted
Census workers: 29
Annual demand: ~1.2/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: Level 2 BTEC First Principles & Applicat · Level 2 BTEC First Principles & Applicat · Level 2 BTEC Application of Science · +5 more
18×
ratio
SOC 2219Medical practitioners n.e.c.🤝 AI-augmented
Census workers: 55
Annual demand: ~2.2/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: SEG Level 2 Award Counselling Skills · SEG Level 3 Certificate in Counselling S · SEG Level 4 Diploma in Therapeutic Couns · +3 more
15×
ratio
SOC 3411Artists⚠️ AI-disrupted
Census workers: 65
Annual demand: ~2.6/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: Level 1 Creative Skills & Experiences · Level 1 Creative Skills & Experiences · University of Chester Level 7 Masters in · +21 more
13×
ratio
SOC 5319Construction and building trades n.e.c.🤝 AI-augmented
Census workers: 77
Annual demand: ~3.1/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: BTEC Level 3 National Diploma in Constru · BTEC Level 3 National Extended Diploma i · BTEC (RQF) Level 4 HNC Construction and · +5 more
12×
ratio
SOC 2443Probation officers
Census workers: 25
Annual demand: ~1/yr
UCM supply: ~12.0/yr
Live vacancies: 0
Contributing courses: BTEC Level 3 National Diploma in Forensi
11×
ratio
SOC 2139Information technology professionals n.e.c.🤝 AI-augmented
Census workers: 62
Annual demand: ~2.5/yr
UCM supply: ~40.0/yr
Live vacancies: 2
Contributing courses: BTEC Level 3 Extended Diploma in IT · University of Chester BSc (Hons) Compute · University of Chester BSc (Hons) Level 4 · +3 more
11×
ratio
SOC 5313Bricklayers⚠️ AI-disrupted
Census workers: 87
Annual demand: ~3.5/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: City & Guilds Level 1 in Brickwork Year · City & Guilds Level 1 in Brickwork Year · City & Guilds Level 2 Diploma in Brickwo · +1 more
9.5×
ratio
SOC 2425Actuaries, economists and statisticians
Census workers: 93
Annual demand: ~3.7/yr
UCM supply: ~40.0/yr
Live vacancies: 1
Contributing courses: IGCSE Maths Part Time · IGCSE Maths - Day (Cross College) · Level 2 Functional Skills Maths - Part T · +4 more
8.2×
ratio
SOC 5249Electrical and electronic trades n.e.c.🤝 AI-augmented
Census workers: 122
Annual demand: ~4.9/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: Level 1 Engineering · Level 1 Engineering · BTEC Level 5 HND in General Engineering · +19 more
5.8×
ratio
SOC 3442Sports coaches, instructors and officials⚠️ AI-disrupted
Census workers: 171
Annual demand: ~6.8/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: BTEC Level 3 Sport Year 1 · BTEC Level 3 Extended Diploma in Sport · BTEC Level 3 Sport Year 2 · +6 more

⚖️ Balanced — roughly right-sized

UCM supply and Isle of Man demand sit within the 0.7× – 3× band. No immediate flag.

0.88×
ratio
SOC 6145Care workers and home carers⚠️ AI-disrupted
Census workers: 989
Annual demand: ~39.6/yr
UCM supply: ~40.0/yr
Live vacancies: 12
Contributing courses: BTEC Level 2 First Extended Certificate · BTEC Level 2 First Extended Certificate · BTEC Level 3 National Extended Diploma i · +2 more
1.1×
ratio
SOC 2231Midwifery nurses🤝 AI-augmented
Census workers: 800
Annual demand: ~32/yr
UCM supply: ~40.0/yr
Live vacancies: 7
Contributing courses: University of Chester Level 6 Return to · University of Chester Level 6 in Return · University of Chester Level 5 Bachelor o · +19 more
1.3×
ratio
SOC 1132Marketing, sales, and advertising directors⚠️ AI-disrupted
Census workers: 635
Annual demand: ~25.4/yr
UCM supply: ~40.0/yr
Live vacancies: 11
Contributing courses: Level 1 Land Management · Level 1 Land Management · C&G ILM L5 Certificate in Leadership and · +4 more
1.4×
ratio
SOC 5434Chefs
Census workers: 510
Annual demand: ~20.4/yr
UCM supply: ~40.0/yr
Live vacancies: 17
Contributing courses: Level 2 NVQ in Professional Cookery · City & Guilds NVQ Level 2 in Professiona · City & Guilds Level 3 NVQ in Professiona · +5 more
2.1×
ratio
SOC 6221Hairdressers and barbers🤝 AI-augmented
Census workers: 474
Annual demand: ~19/yr
UCM supply: ~40.0/yr
Live vacancies: 1
Contributing courses: VTCT Level 2 NVQ Diploma in Hairdressing · VTCT Level 2 NVQ Diploma in Barbering · VTCT Level 2 NVQ Diploma in Hairdressing · +6 more
2.1×
ratio
SOC 5113Gardeners and landscape gardeners🤝 AI-augmented
Census workers: 458
Annual demand: ~18.3/yr
UCM supply: ~40.0/yr
Live vacancies: 2
Contributing courses: City & Guilds Level 2 Diploma in Horticu · City & Guilds Level 2 Diploma in Horticu · City & Guilds Level 2 Diploma in Horticu · +4 more
3.0×
ratio
SOC 5316Carpenters and joiners⚠️ AI-disrupted
Census workers: 335
Annual demand: ~13.4/yr
UCM supply: ~40.0/yr
Live vacancies: 0
Contributing courses: City & Guilds Level 2 Diploma Site Carpe · City & Guilds Level 2 Diploma Site Carpe · City & Guilds Level 2 in Site Carpentry · +3 more
2.9×
ratio
SOC 5241Electricians and electrical fitters🤝 AI-augmented
Census workers: 303
Annual demand: ~12.1/yr
UCM supply: ~40.0/yr
Live vacancies: 3
Contributing courses: City & Guilds Level 2 Electrical Install · City & Guilds Level 2 Electrical Install · City & Guilds Level 3 Diploma Electrical · +2 more
2.0×
ratio
SOC 5323Painters and decorators⚠️ AI-disrupted
Census workers: 295
Annual demand: ~11.8/yr
UCM supply: ~24.0/yr
Live vacancies: 0
Contributing courses: City & Guilds Level 1 Painting & Decorat · City & Guilds Level 2 Painting & Decorat
2.3×
ratio
SOC 2413Solicitors and lawyers⚠️ AI-disrupted
Census workers: 252
Annual demand: ~10.1/yr
UCM supply: ~40.0/yr
Live vacancies: 14
Contributing courses: Level 1 Health, Care and Wellbeing · Level 1 Health, Care and Wellbeing
Capacity — Over/Under-Training | Smart Island - Smart Island | Manx Technology Group