While there is speculation about whether the scar might fade or disappear after Voldemort's death in the final book, the series leaves this open to interpretation.
It's important to remember that the scar isn't just a physical mark. It's a powerful symbol of Harry's connection to Voldemort and the constant threat he faces. So, even if the scar itself faded, the memory and experience of it would remain with Harry forever.