That's why you were denied a spouse visa.... him not having a job and not a lot of savings.
You need to prove that he can support you without recourse to public fund, even though you are allowed to work when you arrive here on spouse visa doesn't guarantee that you will get one right away...
he needs to get a job, submit at least 6 months bank statements and you should chat more and print out the history...
