Not a tech person, but I assume there is very limited transferability between what you are doing and what you want to do.

As a hiring manager, I would probably prefer to hire a fresh graduate than an old bird when your experience may not be relevant. You are kinda of in a price taker position instead of a price setter if you are bent on changing roles. Just saying what I will do based on how I interview people