Low risk
The verdict
Low risk: AI will mostly be a helper, and demand for the human part should hold up.
What AI already does
AI helps with paperwork and case notes.
What stays human
Visits, trust, family situations and difficult decisions.
What to learn next
Specialist practice, supervision.
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Sources: World Economic Forum, Future of Jobs Report 2025; IMF, "Gen-AI: Artificial Intelligence and the Future of Work" (2024); ILO, "Generative AI and Jobs" (2023, updated 2025); Eloundou et al., "GPTs are GPTs" (2023); Frey and Osborne, "The Future of Employment" (2013). Scores are RoboDoom's own estimates, see how we score.
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