As a developer in Australia, this is true... there are literally no jobs for people doing a science degree. Even doing a CS degree can be pretty shaky - most businesses/companies here are just looking to get a basic app out, and something like Machine Learning / AI is just not required as of yet. That's why I'm looking to move to the US for better opportunities...
As I approach my 30's, I'm seriously considering a roadmap to getting out. This, along with recent legislation makes me very concerned about my future prospects.