UK AI Exposure · Professional occupations
Social and humanities scientists
Social and humanities scientists study and analyse human behaviour and the origin, structure and characteristics of language undertake research in areas such as sociology, economics, politics, archaeology, history, philosophy, literature, the arts organise the collection of qualitative and quantitative information and perform subsequent analyses.
- Employees (UK)
- 11k
- Median annual pay
- £38,591
- Exposure score ?
- 1.3/10 Minimal 8.7/10 Very high strict reading · with tools is 8.7/10 with-tools reading · strict is 1.3/10
- Wage exposure
- £55m £369m
Higher exposure than 63% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
Almost every routine task in this role is within reach of today's language models. Roles at this level are getting rebuilt - often not by disappearing, but by one person using AI to do three or five people's output.
If you're in this role, here's what to do now
You don't need to be afraid. You need to be the person doing the rebuilding. The operators who learn to direct AI at scale in this kind of work become hugely valuable. The ones who wait to be told what to do get told what to do - and that thing is often 'we don't need as many of you anymore.'
Where a project with Alex usually starts for this role
This role's strict reading is low because its top tasks are judgment, not drafting. The three highest-stakes tasks below are still usually where we start — flip the toggle to 'With tools' to see what AI plus the right context can compress.
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Collect information and make judgments through observation, interviews, and review of documents.
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Teach or mentor undergraduate and graduate students in anthropology or archeology.
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Write about and present research findings for a variety of specialized and general audiences.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Collect information and make judgments through observation, interviews, and review of documents.
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Teach or mentor undergraduate and graduate students in anthropology or archeology.
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Write about and present research findings for a variety of specialized and general audiences.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Anthropologists and Archeologists" (19-3091.00).
What AI can already do
2 of 30 tasks · unaided
Write about and present research findings for a variety of specialized and general audiences.
Write grant proposals to obtain funding for research.
Where humans still hold the line
28 of 30 tasks
Collect information and make judgments through observation, interviews, and review of documents.
Teach or mentor undergraduate and graduate students in anthropology or archeology.
Plan and direct research to characterize and compare the economic, demographic, health care, social, political, linguistic, and religious institutions of distinct cultural groups, communities, and organizations.
Record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Create data records for use in describing and analyzing social patterns and processes, using photography, videography, and audio recordings.
Assess archeological sites for resource management, development, or conservation purposes and recommend methods for site protection.
Train others in the application of ethnographic research methods to solve problems in organizational effectiveness, communications, technology development, policy making, and program planning.
Gather and analyze artifacts and skeletal remains to increase knowledge of ancient cultures.
Identify culturally specific beliefs and practices affecting health status and access to services for distinct populations and communities, in collaboration with medical and public health officials.
Apply traditional ecological knowledge and assessments of culturally distinctive land and resource management institutions to assist in the resolution of conflicts over habitat protection and resource enhancement.
Compare findings from one site with archeological data from other sites to find similarities or differences.
Lead field training sites and train field staff, students, and volunteers in excavation methods.
Describe artifacts' physical properties or attributes, such as the materials from which artifacts are made and their size, shape, function, and decoration.
Collect artifacts made of stone, bone, metal, and other materials, placing them in bags and marking them to show where they were found.
Conduct participatory action research in communities and organizations to assess how work is done and to design work systems, technologies, and environments.
Develop and test theories concerning the origin and development of past cultures.
Study objects and structures recovered by excavation to identify, date, and authenticate them and to interpret their significance.
Research, survey, or assess sites of past societies and cultures in search of answers to specific research questions.
Consult site reports, existing artifacts, and topographic maps to identify archeological sites.
Advise government agencies, private organizations, and communities regarding proposed programs, plans, and policies and their potential impacts on cultural institutions, organizations, and communities.
Organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.
Clean, restore, and preserve artifacts.
Collaborate with economic development planners to decide on the implementation of proposed development policies, plans, and programs based on culturally institutionalized barriers and facilitating circumstances.
Develop intervention procedures, using techniques such as individual and focus group interviews, consultations, and participant observation of social interaction.
Participate in forensic activities, such as tooth and bone structure identification, in conjunction with police departments and pathologists.
Enhance the cultural sensitivity of elementary and secondary curricula and classroom interactions in collaboration with educators and teachers.
Study archival collections of primary historical sources to help explain the origins and development of cultural patterns.
Formulate general rules that describe and predict the development and behavior of cultures and social institutions.
Tasks via O*NET "Anthropologists and Archeologists" (19-3091.00).
What AI can already do
25 of 30 tasks · with tools
Collect information and make judgments through observation, interviews, and review of documents.
Teach or mentor undergraduate and graduate students in anthropology or archeology.
Write about and present research findings for a variety of specialized and general audiences.
Plan and direct research to characterize and compare the economic, demographic, health care, social, political, linguistic, and religious institutions of distinct cultural groups, communities, and organizations.
Record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
Create data records for use in describing and analyzing social patterns and processes, using photography, videography, and audio recordings.
Assess archeological sites for resource management, development, or conservation purposes and recommend methods for site protection.
Train others in the application of ethnographic research methods to solve problems in organizational effectiveness, communications, technology development, policy making, and program planning.
Gather and analyze artifacts and skeletal remains to increase knowledge of ancient cultures.
Identify culturally specific beliefs and practices affecting health status and access to services for distinct populations and communities, in collaboration with medical and public health officials.
Apply traditional ecological knowledge and assessments of culturally distinctive land and resource management institutions to assist in the resolution of conflicts over habitat protection and resource enhancement.
Compare findings from one site with archeological data from other sites to find similarities or differences.
Describe artifacts' physical properties or attributes, such as the materials from which artifacts are made and their size, shape, function, and decoration.
Develop and test theories concerning the origin and development of past cultures.
Study objects and structures recovered by excavation to identify, date, and authenticate them and to interpret their significance.
Research, survey, or assess sites of past societies and cultures in search of answers to specific research questions.
Consult site reports, existing artifacts, and topographic maps to identify archeological sites.
Write grant proposals to obtain funding for research.
Advise government agencies, private organizations, and communities regarding proposed programs, plans, and policies and their potential impacts on cultural institutions, organizations, and communities.
Organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.
Collaborate with economic development planners to decide on the implementation of proposed development policies, plans, and programs based on culturally institutionalized barriers and facilitating circumstances.
Participate in forensic activities, such as tooth and bone structure identification, in conjunction with police departments and pathologists.
Enhance the cultural sensitivity of elementary and secondary curricula and classroom interactions in collaboration with educators and teachers.
Study archival collections of primary historical sources to help explain the origins and development of cultural patterns.
Formulate general rules that describe and predict the development and behavior of cultures and social institutions.
Where humans still hold the line
5 of 30 tasks
Lead field training sites and train field staff, students, and volunteers in excavation methods.
Collect artifacts made of stone, bone, metal, and other materials, placing them in bags and marking them to show where they were found.
Conduct participatory action research in communities and organizations to assess how work is done and to design work systems, technologies, and environments.
Clean, restore, and preserve artifacts.
Develop intervention procedures, using techniques such as individual and focus group interviews, consultations, and participant observation of social interaction.
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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