Brit Eng, it is mostly hotels that have gyms. Are you in Qatar yet? If so, get the "Marhaba" book, available at bookstores, they have a list of hotels and their facilities. there may be gyms outside hotels in doha, but I do not know about them.
Also, often compounds and apartment buildings have gyms free of charge for their tenants.