career-pathways

Beta. 3,266 California training programs reported under WIOA, 3,250 joined to the state's ten-year projection for the occupation they lead to. Suppressed and unreported outcomes never render as zero. Bilingual, no account; Google Analytics 4 counts page views (GPC/DNT and a footer opt-out honoured). Unofficial, not a State of California site.

Search quiz-backed Skills Wallets across 16+ career pathways. Ranked by North Star fit, literacy credentials, and career evidence. Recruiter links for human review on every match.

Evidence-based analysis of entry-level IT Support to cybersecurity pathways in Finland

Provenance-aware matching across majors, occupations, jobs, industries, and resume evidence

AI-powered curriculum analysis that maps course syllabi to career skills, identifies gaps, and recommends workforce-aligned improvements.

Synthetic campus and alumni dataset for the HackUMBC 2026 track: Navigating the Future — Career Pathways & Degree ROI. Six CSVs, 5,000 fabricated students and graduates. CC0.

Open higher education taxonomy and curriculum knowledge graph: university courses, prerequisites, degree pathways, skills, careers, ECTS, US credits, ISCED-F and CIP codes.