To be "out of work" means to not have a job, but it's specifically used for people who want to have a job but can't find one. You wouldn't use this phrase to describe a teenager with no job, or a stay-at-home mom, or a retired person. A more general way to describe anyone who doesn't have a job is to say they "are unemployed".