Job categories
Browse the job database by topic. Each category shows the AI risk trend for typical professions in that industry.
Tech & Software
534 jobsSoftware engineering, data, IT operations — the field where AI is created and where many tasks are simultaneously being automated.
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Office & Administration
285 jobsClerical work, executive assistance, data entry — many standardized processes with high AI substitution risk.
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Healthcare & Medicine
230 jobsNursing, medicine, therapy — work with strong human-relational and physical components, often hard to substitute.
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Skilled Trades & Construction
225 jobsElectrical, plumbing, building, mechanics — physical, context-dependent work. Robotics is catching up slowly; AI alone won't replace it.
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Education & Childcare
277 jobsTeaching, education, coaching — AI handles standard knowledge transfer; relationship work stays human.
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Sales & Retail
267 jobsRetail, B2B sales, e-commerce — standard sales processes hit hard, advisory selling less so.
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Logistics & Transport
216 jobsWarehouses, drivers, dispatchers — mix of physical work (low risk) and route optimization (medium-high).
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Manufacturing & Industry
157 jobsProduction, machine operation, quality control — classic robotics domain, plus AI-driven visual inspection.
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Creative & Design
195 jobsGraphic, UX, copywriting, photography — generative AI fundamentally reshapes the role; the creative director stays.
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Law & Tax
292 jobsLawyers, tax advisors, notaries — standard research and document drafting via AI; strategic advice less affected.
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Finance & Insurance
188 jobsBanking, insurance, controlling — routine processing highly exposed; risk and sales partly affected.
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Science & Research
221 jobsResearch, analysis, statistics — AI as co-researcher accelerates work but barely replaces hypothesis-driven thinking.
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Social Work & Counseling
156 jobsSocial work, psychotherapy, coaching — empathy-based work with very low substitution risk.
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Media & Communications
147 jobsJournalism, PR, marketing content — standard reporting/text exposed; investigative and conceptual work less so.
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Hospitality & Tourism
189 jobsService, kitchen, travel — primarily physical service, low AI risk; reservations and planning medium.
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Security & Safety
208 jobsPolice, security, fire service — physical presence and situational judgment, very low AI risk.
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Agriculture & Environment
221 jobsFarming, forestry, environmental tech — robotics + AI advancing, but many tasks remain context-heavy.
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Management & Consulting
140 jobsLeadership, strategy, business consulting — decision-making and politics stay human; analytical work is exposed.
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