in the red vs low-paid

in the red

prep
  • Having net losses; in debt. 

low-paid

adj
  • Of a worker: earning poor pay, less than the average wage. 

How often have the words in the red and low-paid occurred in a corpus of books? (source: Google Ngram Viewer )