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The word “low-skilled” is correct and usable in written English.
It is typically used to describe a job or task that requires little to no specialized training. For example, “Several retail jobs are considered low-skilled positions.”.
Exact(58)
And Canada needs the low-skilled too.
In India, Babajob.com lists low-skilled jobs.
The low-skilled made ground too.
New technology has eliminated whole categories of low-skilled employment.
"Many low-skilled jobs are being offshored or automated.
In recent years, however, low-skilled women have struggled.
The low-skilled comprise the bulk of the unemployed.
But we desperately need low-skilled workers too.
Or how about more training for low-skilled workers?
This low-skilled job taught me several lessons.
Low-skilled mothers, in contrast, had no such option.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com