I don't see those career opportunities.

AI is really incredible but in my personal projects it can one-shot things.

I'm trying to figure out how I can get to the point where I have hard problems that AI can't solve, at least not yet.

Because your personal projects likely are not very complex and not high stakes. And you are not responsible to anyone but yourself.

If you're working at a place where this is true about the the organization, then sure, that job will likely be gone. But that was never a good place for your career regardless.

I have 4 concurrent personal projects that are quite complex, but low stakes. I can have SOTA models go wild on them (because low stakes), but they can't one shot anything there. And I can't really work on more than one at a time, even if AI is doing coding - it still requires supervision.

I also frequently nuke these projects and start over because they made a mess there, but I collected necessary knowledge on how to guide them better. You can't do this on a production project, not when there are deadlines and stakeholders.

But just in case some organizations decide to embrace the "trust it blindly" model anyway - cybersecurity specialization will ensure you always have a job.