The woman doesn't seem to have learned any trade (at least it's not mentioned) and has only ever worked briefly at a factory. She took a job as a telemarketer that she liked. As the program ends, her financial situation will be unsustainable.
The man used to be a journalist and has been unemployed for five years. He's still unemployed after the program ends and will now have to "deal with bureaucracy again".