NSW Labor leader Jodi McKay’s job could be on the chopping block following her party’s “terrible result” in the state byelection at the weekend.

The party suffered a 7 per cent primary vote swing against it in the Upper Hunter, a shift that Ms McKay said had left people “shell-shocked”.