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My background – masters of mathematics, work in a software development team (for an inv consultancy). So no finance background basically!
I should point out that my firm did pay for 7city/fitch saturday classes for me. Also, I used Schewser books for everything except ethics, I think.
If you put in the hours, it’s doable! I would recommend doing as many questions as you can.