Although cleaning a water tank is a labour-intensive project, you can clean it on your own. Start with emptying the tank, then make a cleanser by mixing 1 part bleach with 4 parts of lukewarm water. Spread the cleanser, and scrub the sides and the base of the tank to remove the slime and dirt buildup. Remove the rinsed water and dry the tank with a hot vacuum and you are done.