At the nanoscale, factors such as surface states, quantum confinement, and size-dependent effects can cause shifts in the Fermi level. For example, in quantum dots, the discrete energy levels can lead to a modified Fermi level compared to bulk materials. Additionally, doping and surface modifications can further influence the position of the Fermi level.