Searches for "will AI replace my job" have multiplied since 2023, and most of what answers them is either panic or sales copy. This site takes a slower route: for every profession, we put the three serious research measures of AI exposure side by side — what AI is actually being used for today (Anthropic), what it is capable of touching (OpenAI / University of Pennsylvania), and how it scores in real workplace usage (Microsoft) — next to the US Bureau of Labor Statistics' own pay and ten-year outlook figures.
One rule runs through every page: exposure is not replacement. A score says how much of a job's task list AI can reach. Whether a job grows or shrinks also depends on demand, licensing, and how much of the work happens in the physical world. Ask the Job Guide about your job, or browse the professions below.
Type your job. The Guide answers only from this site's researched data — exposure figures, BLS pay and outlook, tasks and next skills — and it will tell you honestly if your job is not covered yet. It runs entirely on this page; nothing you type is sent anywhere.
Routine, screen-based, text- and number-handling work — this is where every source agrees the exposure is real, and where BLS mostly projects decline.
This is the clearest case in the data: the core of the job — moving text from documents into systems — is exactly what current AI and OCR do well, and BLS projects the steepest los…
BLS projects the fastest decline of any US occupation: producing typed documents from drafts and dictation is now a built-in feature of the office software everyone else already us…
AI chatbots already handle the routine half of this job — order status, resets, simple billing questions — and Anthropic's usage data shows customer service among the most AI-cover…
The biggest numeric decline of any occupation — but read the scores carefully: AI exposure for checkout work is moderate. This decline is driven mostly by self-checkout and online …
A study in contrasts: the GPT-based study rates over half of teller tasks as AI-exposed, yet Anthropic's real-usage data shows almost none — branch transactions were automated by A…
Accounting software with AI built in now classifies, records and reconciles routine transactions on its own — the GPT-based study puts four-fifths of this job's tasks within AI's r…
The sources disagree more here than almost anywhere: the GPT-based study scores this job near the top for exposure and real AI usage in clinics is already high — yet Microsoft's Co…
Microsoft's usage data puts this occupation at the very top for AI applicability — machine translation is genuinely good now — yet BLS still projects slight growth: demand for lang…
The single highest observed AI coverage of any occupation in Anthropic's data — AI writes code all day, every day. But note what BLS is shrinking: the narrow "programmer" occupatio…
AI scheduling, drafting and filing tools eat the routine core of this job, but the occupation is huge and projected to hold roughly flat: the work is shifting from typing and filin…
Legal AI is strong at research and first drafts — the GPT-based study scores about half this job's tasks as exposed — but law runs on accountability: a licensed attorney must stand…
Licensed, physical or fast-growing work. Exposure here does not mean danger: software developers score high on exposure and high on projected growth.
The clearest "safe hands" story in the data: every source scores this job low — Anthropic's real-usage data shows effectively zero AI task coverage — because the work is physical, …
AI is arriving in nursing as documentation help, not as a replacement: care is physical, licensed and built on noticing what is wrong with a specific person. Real-usage data shows …
The most debated job in the AI era — and the data holds both truths at once: the GPT-based study scores developer tasks among the most exposed, and BLS projects strong growth anywa…
High exposure and high growth in the same row: AI tools do much of the mechanical data work, and demand for the people who frame the questions and defend the answers is projected t…
The fastest-growing large occupation in the entire projection — and one of the least AI-covered in real usage data. Diagnosis and treatment involve AI support tools, but the respon…
AI can draft lesson plans and grade routine work, but the core of this job is a room full of children: attention, behaviour, motivation and trust. Exposure scores are low-to-middli…
AI screens résumés and drafts policies all day — the GPT-based study scores this job surprisingly high — yet BLS projects growth: hiring, conflict and trust are human processes, an…
A split occupation: routine preparation is highly exposed — the contrast with bookkeeping clerks (projected to shrink 6%) is the whole story — but the credentialed work of audit, j…
Among the lowest AI coverage of any occupation in the real-usage data: treatment is hands-on, individual and physical. AI helps with notes and exercise libraries; it does not put h…