Fire from a job. Implies someone was let go for gross negligence or a really big mistake. Unceremoniously told to leave a job or situation.  Probably in reference to ‘put all your belongings in a sack and leave’. (Contrast with Lay off. Different from Hit the sack.)

“He got sacked the first week he worked there.”