You're offering the very common advice
This only works if your managers are actually invested and interested in having you grow.
If you start trying to take ownership of things without being asked you might also just be told to stay in your lane. If you start raising problems pro-actively you may be told to pipe down.
Yes, there's always "go somewhere else" except bad managers are more common than you think.