N,o its not there is data to prove it exists. It has been decreasing substantially over the years but it's still there. There are various articles/ scholary work to show it.
That still doesn't change the gender wage gap. Even though being an electrical engineer will pay more you'll still make less than a man. The difference isn't as great but still exists.