Where are you located? If you're somewhere in Europe, I might have some ideas. You'll need a degree sooner or later though and you won't earn as much as you can do as a software engineer working in the 'industry'. This field is mostly grant-driven, therefore you need to find a group who's able to get funding, and unfortunately getting paid from grants usually requires a degree.