Senior specs in Finnish regulated reporting bundle proxies for someone else's apprenticeship system; the newest slice, auditable AI automation, has no such system yet, so the working hypothesis is to form it in place rather than wait for it to appear in a listing.
Four plausible sources for the eventual cohort of auditable AI-automation specialists in regulated reporting, recorded now so the guess is falsifiable against later hiring patterns.
Routine junior work once paid for useful production and professional formation at the same time; agent automation separates those goods and leaves succession needing an explicit operating model.
Professions remain human-anchored where productive context, social standing, or institutional authority must stay bound to a person, even as most surrounding execution becomes agent-operated.