Loop Invariant Code Motion is an optimization technique that moves calculations or operations that produce the same result on every iteration of a loop outside of the loop, thereby reducing redundant computation and enhancing performance. This technique is crucial in optimizing compilers to improve execution efficiency by minimizing unnecessary instructions within loops.