It depends on why you want to switch. If you want to switch because you love the new line of work then go for it but understand that you will start as junior an

It depends on why you want to switch. If you want to switch because you love the new line of work then go for it but understand that you will start as junior and most likely make less money than you do currently for several years. But if you like your new line of work then you will get good at it and make more money in a few years. If you want to switch for any other reason, think hard about it. It may not be worth it. Often grass seems greener on the other side but when you get into the weeds, you realize it's all, well, weeds. (I fantasize about becoming physicist, rancher etc. but I am gonna stick to writing CRUD apps. Those jobs are way harder and pay way less.)