Noise is Signal: Density-Based Outliers as Leading Indicators of Occupational Emergence in Labor Market Text

Shreyash Rawat

Standard NLP pipelines for occupational clustering discard the 10-15% of job postings that density-based methods assign to noise. We argue this is an error: in rapidly evolving dom…