My son tells me that while there will obviously be demand for AI jobs, the demand for deep systems expertise will be even more in absolute terms – systems expertise at places that are implementing serious AI infrastructure to train models etc. And arguably this expertise is in some short supply because it is unfashionable among young people these days.