The Fermi level is the energy level at which the probability of finding an electron is 50% at absolute zero temperature. It serves as a crucial reference point in understanding the electronic properties of solids, indicating the highest occupied energy state of electrons within a material at zero Kelvin and influencing how electrons behave at higher temperatures.