AI exposure by occupation, O*NET 19-3041.00

Will AI replace Sociologists?

Sociologists: AI can already handle 11 of 15 tasks; the work mostly needs a frontier-tier model.

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Every task, scored

The 15 tasks O*NET 30.3 lists for Sociologists, from most to least exposed. 11 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Analyze and interpret data to increase the understanding of human social behavior. 92 Observed Efficient 4.7
Direct work of statistical clerks, statisticians, and others who compile and evaluate research data. 80 Estimated Frontier 3.5
Prepare publications and reports containing research findings. 75 Estimated Efficient 4.3
Present research findings at professional meetings. 75 Estimated Efficient 4.0
Collaborate with research workers in other disciplines. 75 Estimated Frontier 3.5
Write grants to obtain funding for research projects. 75 Estimated Efficient 3.4
Collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents. 65 Estimated Efficient 4.3
Develop, implement, and evaluate methods of data collection, such as questionnaires or interviews. 65 Estimated Frontier 4.3
Observe group interactions and role affiliations to collect data, identify problems, evaluate progress, and determine the need for additional change. 65 Estimated Efficient 3.2
Develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions. 60 Estimated Frontier 3.8
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. 60 Estimated Standard 3.7
Plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging. 50 Estimated Efficient 4.3
Develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines. 50 Estimated Efficient 3.3
Explain sociological research to the general public. 40 Observed Efficient 4.0
Teach sociology. 35 Estimated Efficient 4.3

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 2 of 15 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 13 of 15. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
2,260
Median annual wage
$106,030
Middle half of earners
$82,300 to $137,420
Projected change, 2024 to 2034
+3.6%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Sociologists and AI

Will AI replace Sociologists?

AI already handles 11 of the 15 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 64 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +3.6% from 2024 to 2034.

What is the AI exposure of Sociologists?

64 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 2 of the 15 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 13 are estimated from each task's O*NET work activity.

Which Sociologists tasks can AI already do?

The tasks with the highest exposure are: Analyze and interpret data to increase the understanding of human social behavior; Direct work of statistical clerks, statisticians, and others who compile and evaluate research data; Prepare publications and reports containing research findings. They are three of the 11 tasks that reach 60 or more.

What AI model tier does this role need?

A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Sociologists, and what do they earn?

2,260 people in the United States, with a median annual wage of $106,030 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +3.6% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Sociologists. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/sociologists

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