Can AI Replace Curators in 2026?

Moderate exposure. AI could handle about 70% of today's curators tasks by 2036, and there is a 39% chance the number of jobs falls by a fifth or more. AI both assists and takes over tasks.

See how not to be replaced

Timeline

Year2030

Tasks AI can do

37%

Headcount (2025 = 100)

Chance of 20%+ fewer jobs

15% 2030 · 39% 2036

One person could cover, 2036

2 roles

Share of today's tasks AI can perform

Headcount index, 2025 = 100 (dashed line)

Your survival map

Not every part of your job is at the same risk. Tap a number to see what to do about each task.

Your human coreDo it with AIHand to AI

Tap a number on the map or a task below.

Lower-risk jobs that use similar skills

Museum Technicians and Conservators16% risk by 2036 Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors26% risk by 2036 Recreation Workers8% risk by 2036

Your plan

Ticks are saved in this browser only.

Try an AI tool on one task you'd normally do by hand: "Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases".Learn one AI tool well enough to show it in an interview, for: "Provide information from the institution's holdings to other curators and to the public".Get visibly better at your human core: "Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances".Rewrite the top of your CV around judgment, people and decisions, not routine output.Read about a lower-risk move: Museum Technicians and Conservators.

Lower-risk jobs with similar tasks

Museum Technicians and Conservators — 16% chance of contraction by 2036
Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors — 26% chance of contraction by 2036
Recreation Workers — 8% chance of contraction by 2036

Similar occupations

Education Administrators, Postsecondary · Librarians and Media Collections Specialists · Financial Examiners · Set and Exhibit Designers

Based on 15 O*NET tasks for "Curators" (SOC 25-4012.00). LLM alone: 15% of tasks; with AI tools: 85%. Projections are a model, not official statistics. How we calculate this · Data version 2026-10