Scrape postings responsibly, normalize titles, and extract skills with transparent patterns rather than brittle jargon. Cross-reference with regional data to avoid overfitting to one ecosystem. Track frequency, co-mention networks, and seniority ladders to distinguish foundational competencies from fashionable, short-lived tools.
Parse course descriptions, learning outcomes, and prerequisite graphs to reveal systematic sequences. Combine with citation networks and keyword co-occurrence from papers or preprints. The merged view shows where disciplines already handshake, where knowledge gaps persist, and which bridges create the biggest mobility.
Invite practitioners across domains to map friction points, handoff failures, and misunderstood jargon. Short, structured prompts reduce bias and maximize honesty. Synthesize patterns, publish your draft map, and solicit public annotations to democratize corrections while preserving accountability and clarity.
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