Unskilled labor is not a media term. It’s actually a classification of worker by the government for EB-3 classification. https://www.uscis.gov/working-in-the-united-states/permanent-workers/employment-based-immigration-third-preference-eb-3

There is a formal definition of unskilled worker which is performing a role that requires less than 2 years of training or experience.