I experienced this when I was self employed and had to file self assessment. So I had to let them know whether I was due to file one or not based on where I lived and employment status. Failing to let them know leads to fines. But it’s probably not the same if you’re employed at a company.

Inform hmrc that you’re leaving otherwise they might harass you to do your taxes for the rest of your life.