Outside of medicine, a non-CS engineering degree, preferably also a masters, remains a good pathway to a reasonable non-parasitic job, although relocation may be required.
1. To the extent it's standard, it's covered in textbooks which are easily learnable by AI.
2. To the extent it's original, it often is independently rediscoverable by AI from a combination of general intelligence plus workplace training data over which the AI learns.
3. To the extent it's learned (by a human from another human), it'll still slowly be captured by workplace training data over which the AI learns.
4. To the extent it's undocumented, it's up to management to have the processes documented.
medicine will always be the most secure and stable career, still has a shit life-work balance too.
It only is because it effectively has a guild\cartel system preventing an oversupply of doctors and that we have an aging population that increasingly demands medical care.
(1) The test has to be signed by an online doctor. The firm arranges this implicitly, but it's not free. I can't go directly to Quest for any random test I want. The tests offered directly by Quest without an intermediary are too expensive and too few.
(2) States like New York throw a wrench in it by disallowing anyone with an in-state billing address from ordering such tests.
Ideally I should be able to pay the same low rate that the insurance firm would minimally pay, but in practice I can't. I have to pay a lot more if I can get it at all. The cartel is strong.