Trust and provenance
PathGraph keeps country-specific labour-market facts separate, records source releases per fact and never fills a gap with another country’s statistic.
Country coverage
United States figures: BLS OEWS May 2025 and 2024–34 employment projections.
Australian figures: Jobs and Skills Australia occupation profiles using ABS earnings (May 2025). Annual figures are weekly medians × 52.
Canadian figures: Government of Canada Job Bank national median hourly wages. Annual figures are hourly median × 40 hours × 52 weeks; outlook is not silently nationalised.
UK figures: ONS ASHE 2025 provisional earnings where available and clearly labelled National Careers Service range midpoints for newly added profiles.
New Zealand figures: Tahatū Career Navigator published pay ranges and pathways, mapped through Stats NZ NOL 3.0. Annual headline figures are clearly labelled range midpoints.
Singapore figures: Ministry of Manpower Resident Occupational Wages, June 2024, published through data.gov.sg under the Singapore Open Data Licence. Annual figures are monthly gross medians × 12.
Official register
Australian annual figures are weekly medians multiplied by 52. Canadian annual figures are hourly medians multiplied by 40 hours and 52 weeks. Singapore annual figures are monthly gross medians multiplied by 12. New Zealand and selected UK headline figures are transparent midpoints of official published ranges.
Outside the United States, O*NET work signals are descriptive occupation-level proxies. They are labelled as proxies and are never presented as nationally measured salary, employment or outlook data.
Automated Tahatū refreshes require an approved Occupations API agreement. SkillsFuture is currently used only for concise pathway context; bulk reuse should receive a separate permission review.