Data Sources
Smart Island combines 9 authoritative data sources to produce AI-powered labour market intelligence for the Isle of Man.
IOM Job Centre
Isle of Man Government
Live vacancy listings from the Isle of Man government job board. Scraped daily and enriched with AI intelligence.
O*NET
U.S. Department of Labor
Occupational classification data including tasks, skills, knowledge areas, work activities, technology skills, and career clusters for over 1,000 occupations.
CASCOT
University of Warwick
Computer Assisted Structured COding Tool for UK SOC2020 classification. Provides ranked occupational code recommendations from job descriptions.
Azure OpenAI (GPT-4o)
Microsoft
AI enrichment engine for skill extraction, automation risk scoring, task analysis, career path generation, and advisory content.
Anthropic Economic Index
Anthropic
Task-level AI automation and augmentation exposure scores based on observed Claude usage patterns across ~800 US occupations.
FRS AIOE Index
Felten, Raj & Seamans (2023)
AI Occupational Exposure Index measuring which occupations are most exposed to advances in artificial intelligence, covering ~774 US occupations.
Jobs & Skills Australia
Australian Government
Gen AI Capacity Study providing automation and augmentation exposure scores for 358 Australian ANZSCO occupations.
ONS ASHE
Office for National Statistics (UK)
Annual Survey of Hours and Earnings providing UK salary benchmarks by occupation (SOC2020) and industry (SIC2007).
IoM Census 2021
Isle of Man Government
Census microdata aggregated to SOC4 occupational groups, providing workforce headcounts for the Isle of Man population.
Open Data & Licensing
Smart Island's APIs and data are free for personal, non-commercial use. We want individuals, students, and community organisations to have full access to this intelligence.
Commercial entities should contact us for a licence. Revenue from commercial licensing helps fund ongoing development and keeps the platform free for everyone else.