I think it's possible to join the compilers field with no previous experience if you can find the right team willing to mentor. Best would be for you to have adjacent skills that are valuable to the team; things like domain expertise, low level programming skill, or hardware knowledge.
Everyone starts somewhere. It's not the easiest thing, but I think can be done.
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