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All human jobs become redundant when AGI takes off, but before that, narrow AIs will take many. But that doesn't mean there will be no "blue-collar" jobs left, nor does it mean that "white-collar" jobs are safe.
For example, radiology is traditionally white-collar, but image recognition AIs can be trained to be more accurate than any human. In the near future, I expect the demand for radiologists to plummet as these take over. You'll still need a handful to help train the AIs, but that's not nearly as many as we're employing now.
On the other hand, something like a maid service is a traditionally blue-collar job, but I do not expect robots to replace them any time soon. Something we humans might consider a simple job, like "clean your room" is an extremely difficult AI/robotics problem. You have to safely navigate small spaces without breaking things. You have to classify a broad range of objects to decide what can be thrown away. But even this is easy compared to more human-service-oriented jobs, where an AI would basically have to pass the Turing Test before it could replace a human. If you want a blue-collar job safe from AI, look no further than "Task Rabbit handyman".
See also Moravec's paradox.
Robot-Proof Jobs
https://features.marketplace.org/robotproof/
"The McKinsey Global Institute analyzed the work activities of more than 800 occupations in the U.S. to determine what percentage of a job could be automated using current technology. It turns out, a small fraction of jobs are either entirely automatable or entirely robot-proof."
I don't agree with their conclusions, but at least they put their views down..