If you works in Doha, i think the immigration will not let you out without the exit permit.

I know some people have multiple exit permit ... but i have no idea how to qualify in getting it. Even my husband have to get exit permit from his employer for leaving the country be it 1 days or 1 month.

Why dont you check it out with your employer?