Skills & Workforce
Training supply versus employer demand — where IoM has the right capacity, where the bottlenecks sit, and how career fields compare side-by-side on jobs, salary, and AI resilience.
Skills Gap Analysis
Job demand vs training supply across 31 career fields — 473 vacancies vs 284 courses
Gap ratio = active IoM job vacancies per UCM course in each field. Higher ratios suggest areas where more training capacity could meet employer demand. Resilience score (coloured number) indicates AI-readiness of career outcomes.
Training Pipeline Analyzer
Does UCM train enough people for the jobs IoM is advertising? A red flag means courses are scarce; a green flag means supply matches demand.
Supply score combines GLH training hours (60%) and course places (40%). Demand score combines active vacancies (70%) and census workers (30%). Annual capacity estimated from recorded places or 15 students/course where data is unavailable. Not a precise forecast.
Career Field Comparison
Compare any two fields side-by-side — AI exposure, salary, demand, and training supply
AI exposure from Anthropic Economic Index, Frey-Osborne computerisation probability, and Felten-Raj-Seamans AIOE. Salary data from IoM vacancy listings. Census data from IoM 2021 Census.
