It is usually difficult for fresh graduates to find jobs here. Suggest you go for several years of experience working in your country before you apply at companies in Qatar.
It is not just qualifications and experience that will be determining factors in finding employment here. An applicant's nationality and his religion also count when job applications are shortlisted.