The technician was removing a broken hand rail from the right side of a 777D. EE had the handrail off and turned to go down the ladder to hook to the new handrail to install. EE unhooked the fall restraint to come down the ladder. EE's left foot slipped due to mud and rain. EE did have three points of contact but the slip pulled EE and EE fell to the ground on their back.