
Occupational Classifications: A Machine Learning Approach — by Akina Ikudo, Julia Lane, Joseph Staudt, Bruce Weinberg
Occupational Classifications: A Machine Learning Approach — by Akina Ikudo, Julia Lane, Joseph Staudt, Bruce Weinberg https://ift.tt/2LY5qaY Occupational Classifications: A Machine Learning Approach NBER Working Paper No. 24951 Issued in August 2018 NBER Program(s):Labor Studies Characterizing the work that people do on their jobs is a longstanding and core issue in labor economics. Traditionally, classification has been done manually. If it were possible to combine new computational tools and administrative wage records to generate an automated crosswalk between job titles and occupations, millions of dollars could be saved in labor costs, data processing could be sped up, data could become […]