The invention discloses a surface fatigue-resistant treatment process for a rotating bearing. The surface fatigue-resistant treatment process for the rotating bearing includes the first step of cleaning, the second step of primary pre-heating, the third step of primary salt bath nitriding, the fourth step of cleaning, the fifth step of primary carburizing treatment, the sixth step of secondary pre-heating, the seventh step of polishing, the eighth step of primary salt bath oxidizing, the ninth step of secondary carburizing treatment, the tenth step of secondary salt bath oxidizing and the eleventh step of rinsing. In the treatment process, salt bath nitriding is performed firstly, then crossed carburizing and salt bath oxidizing treatment is performed, the microhardness of the surface of a rotating bearing cladding layer is highest, the cladding layer is uniform in thickness, uniform in distribution, compact and complete, the combining capacity of the cladding layer and a base material is high, the salt corrosion resistance and the stress corrosion breakage resistance can be further improved, by using the rotating bearing treated through the process, the rotating bearing is stable in size and small in high temperature deformation, the surface hardness reaches HV2500 or above, the dry friction coefficient is reduced to 0.08-0.1, the abrasion resistance is improved by 450%, the fatigue service of the rotating bearing is 10-12 times that of conventional heat treatment, and the comprehensive performance meets the using requirement of an extremely severe environment.