A lot depends on your level of savings and your spending habits. How long can you live on your savings at your current spending level? If the answer is "not long", are you in a position to cut back on spending to give yourself a longer runway? If you can't count on your saving for at least six months to a year, staying at your job is probably the wiser course of action.