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 can help with quotes and finding faults.
What stays human
Physical work in tight, unique spaces.
What to learn next
Heat pumps, renewables, own business.
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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.
RoboDoom is for information and entertainment. Job risk scores are our own estimates from published research on AI task exposure, not predictions about any person or employer. Full disclaimer