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End-to-End workforce Intelligence Project ~1.3M LinkedIn job postings from 2024. Implements a Bronze–Silver–Gold architecture in Databricks to extract confidence-aware role and skill demand signals. Focuses on skill penetration, persistence, role skill structure, geographic variation, and data coverage to support transparent labor market analysis.