The actor, who plays Lip Gallagher on Shameless, was told by chef Marco Pierre White that his behaviour warranted sacking, reports PA.
However, the 27-year-old has now been given a chance to "redeem himself" by the English culinary master.
Tension began simmering in the morning when Latham vanished as his fellow trainees started preparing for evening service.
He later sparked a furious argument after admitting that he had misled his team mates over the service of a table of four.
