AI exposure Life, physical and social science
Will AI replace sociologists?
Sociologists. US occupation 19-3041.
The reading
38.3%
of the time sociologists spend on their work goes on tasks where AI is already being used to do that work.of sociologists' working hours go on tasks AI has already started taking off their plate.
Ranked 40 of 756 US occupations. More exposed than 94% of them.Further along than 94% of them.
Per cent of working time Square-law scale
Average US job 7.7%
One of the most exposed jobs in the country.Front of the queue for an AI assistant.
What AI already does for sociologistsWhat sociologists no longer do alone
O*NET lists 13 tasks for sociologists. AI use at work shows up in 4 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.Core task mostly automated 1.00
- Analyze and interpret data to increase the understanding of human social behavior.Core task mostly automated 0.91
- Develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.Core task automated and assisted 0.85
- Prepare publications and reports containing research findings.Core task automated and assisted 0.82
What it does not touch, yetWhat still needs a human
9 of the 13 tasks show no AI use at work in the data.
- Collaborate with research workers in other disciplines.Core task
- Consult with and advise individuals such as administrators, social workers, and legislators regarding social issues and policies, as well as the implications of research findings.Core task
- Develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.Core task
- Develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.Core task
- Direct work of statistical clerks, statisticians, and others who compile and evaluate research data.Core task
- Observe group interactions and role affiliations to collect data, identify problems, evaluate progress, and determine the need for additional change.Core task
Show the other 3
- Plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.Core task
- Present research findings at professional meetings.Core task
- Teach sociology.Core task
How that compares
Among the 46 life, physical and social science occupations, sociologists rank 5. The group averages 12.2%, and its most exposed job is Political Scientists at 45.2%. The average US occupation sits at 7.7%.
Just above in the ranking
- 37Switchboard Operators, Including Answering Service 38.6%
- 38Astronomers 38.5%
- 38Interviewers, Except Eligibility and Loan 38.5%
Just below
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.