We used this to great effect at Facebook for MySQL backups in the early 2010s. The backup hosts had far more CPU than needed so it was a very nice speed-up over gzip. Eventually we switched to zstd, of course, but pigz never failed us.
I recall learning the technique from Tumblr's eng blog.
https://engineering.tumblr.com/post/7658008285/efficiently-c...