Gini Loh System Tools

AI Automation Index

Will AI Replace Anthropologists and Archeologists?

Task-level automation exposure for Anthropologists and Archeologists: 30 O*NET tasks scored against their work activities, plus the simulator.

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Developed & audited by Gini Loh

Automation Exposure

45% weighted task index

30 of 30 tasks scored

Median Salary

$70,770 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Low

8,990 people hold this job — size, not growth

Projected 2025–35

+6.0% employment change

800 openings a year · BLS line item

Pay by state

BLS OEWS publishes 46 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$41,870 – $121,300

Highest medians

Massachusetts $121,300
Nebraska $94,520
Connecticut $91,420
Alaska $89,810
Idaho $88,710

Lowest medians

Kansas $41,870
Louisiana $47,750
Maryland $54,160
West Virginia $54,340
Georgia $58,990

State figures come from the 19-3091 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 45%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 8%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 42%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 14%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 4%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 0/100 Low

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

30 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 13%

4 tasks

Medium exposure (≥ 35%) 68%

20 tasks

Low exposure (below 35%) 19%

6 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Emerging & rewritten tasks

Tasks O*NET added or rewrote for this occupation in its recent updates (05/2025 – 08/2026), with who proposed them. Additions are not in the scored task inventory — they are new work O*NET is still measuring, so they appear here and nowhere in the index. A Revision replaces a task that is scored, which is why only those move the "Rewritten by O*NET" share.

  • Revision 08/2024 · Occupational Expert

    Write, present, and publish research findings for a variety of specialized and general audiences.

    Replaced: Write about and present research findings for a variety of specialized and general audiences.

Constituent Tasks

#22232 · Core · 30% automatable

Collect information and make judgments through observation, interviews, and review of documents.

interpersonal — Observation and interviews are inherently human

Collect information from people through observation, interviews, or surveys.
#22259 · Core · 55% automatable

Teach or mentor undergraduate and graduate students in anthropology or archeology.

text generation — Instruction content AI-assisted; live teaching human

Instruct college students in social sciences or humanities disciplines.
#22234 · Core · 72% automatable Revision

Write about and present research findings for a variety of specialized and general audiences.

text generation — Reports drafted; presentations need human delivery

Prepare scientific or technical reports or presentations.
#22236 · Core · 43% automatable

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.

decision support — Social research plans drafted; rigor human-owned

Plan social sciences research. Direct scientific activities.
#22246 · Core · 22% automatable

Create data records for use in describing and analyzing social patterns and processes, using photography, videography, and audio recordings.

physical manipulation — Operating cameras at events is hands-on

Document events or evidence, using photographic or audiovisual equipment.
#22244 · Core · 40% automatable

Train others in the application of ethnographic research methods to solve problems in organizational effectiveness, communications, technology development, policy making, and program planning.

interpersonal — Technical procedure training needs live demonstration and correction

Train personnel in technical or scientific procedures.
#22242 · Core · 45% automatable

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.

data analysis — Analysis aided; study design and fieldwork human

Conduct research on social issues.
#22256 · Core · 50% automatable

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.

decision support — Synthesizes research; field application and validation human

Apply knowledge or research findings to address environmental problems.
#22249 · Core · 37% automatable

Lead field training sites and train field staff, students, and volunteers in excavation methods.

interpersonal — Technical procedure training needs live demonstration and correction

Train personnel in technical or scientific procedures. Direct scientific activities.
#22252 · Core · 45% automatable

Conduct participatory action research in communities and organizations to assess how work is done and to design work systems, technologies, and environments.

interpersonal — Org behavior research needs human subjects and judgment

Conduct scientific research of organizational behavior or processes.
#22248 · Core · 42% automatable

Develop and test theories concerning the origin and development of past cultures.

information retrieval — Literature synthesis aided; fieldwork and interpretation human

Conduct anthropological or archaeological research.
#22233 · Core · 42% automatable

Research, survey, or assess sites of past societies and cultures in search of answers to specific research questions.

information retrieval — Literature synthesis aided; fieldwork and interpretation human

Conduct anthropological or archaeological research.
#22260 · Core · 55% automatable

Write grant proposals to obtain funding for research.

text generation — Draft grant text; human owns strategy and budget

Write grant proposals.
#22245 · Core · 55% automatable

Advise government agencies, private organizations, and communities regarding proposed programs, plans, and policies and their potential impacts on cultural institutions, organizations, and communities.

decision support — Policy analysis drafted; political judgment human

Advise others on matters of public policy.
#22253 · Core · 52% automatable

Organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.

interpersonal — Public programs need community engagement and judgment

Plan community programs or activities for the general public.
#22250 · Core · 57% automatable

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.

decision support — Technical design collaboration aided; humans own decisions

Collaborate with technical specialists to resolve design or development problems. Communicate with government agencies.
#22247 · Core · 42% automatable

Develop intervention procedures, using techniques such as individual and focus group interviews, consultations, and participant observation of social interaction.

decision support — AI suggests program designs; clinical judgment and evidence human

Design psychological or educational treatment procedures or programs.
#22257 · Core · 60% automatable

Enhance the cultural sensitivity of elementary and secondary curricula and classroom interactions in collaboration with educators and teachers.

decision support — General educational advice; context and trust human

Advise others on educational matters.
#22255 · Core · 50% automatable

Study archival collections of primary historical sources to help explain the origins and development of cultural patterns.

information retrieval — Source synthesis aided; archival judgment and interpretation human

Conduct historical research.
#22254 · Core · 45% automatable

Formulate general rules that describe and predict the development and behavior of cultures and social institutions.

decision support — Social theory needs scholarly judgment and evidence

Develop theories or models of social phenomena.
#22238 · Supplemental · 82% automatable

Record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.

data analysis — Record research or operational data into schemas

Record research or operational data.
#22239 · Supplemental · 48% automatable

Assess archeological sites for resource management, development, or conservation purposes and recommend methods for site protection.

information retrieval — Environmental advice is knowledge-based with review

Inspect condition of natural environments. Advise others about environmental management or conservation.
#22240 · Supplemental · 25% automatable

Gather and analyze artifacts and skeletal remains to increase knowledge of ancient cultures.

information retrieval — Literature synthesis aided; fieldwork and interpretation human

Conduct anthropological or archaeological research. Collect biological specimens.
#22237 · Supplemental · 42% automatable

Compare findings from one site with archeological data from other sites to find similarities or differences.

information retrieval — Literature synthesis aided; fieldwork and interpretation human

Conduct anthropological or archaeological research.
#22235 · Supplemental · 30% automatable

Describe artifacts' physical properties or attributes, such as the materials from which artifacts are made and their size, shape, function, and decoration.

visual inspection — Archival object evaluation needs hands-on examination

Evaluate characteristics of archival or historical objects.
#22241 · Supplemental · 9% automatable

Collect artifacts made of stone, bone, metal, and other materials, placing them in bags and marking them to show where they were found.

physical manipulation — Physically marking objects requires manipulation

Mark materials or objects for identification. Package materials or products.
#22231 · Supplemental · 42% automatable

Study objects and structures recovered by excavation to identify, date, and authenticate them and to interpret their significance.

information retrieval — Literature synthesis aided; fieldwork and interpretation human

Conduct anthropological or archaeological research.
#22243 · Supplemental · 60% automatable

Consult site reports, existing artifacts, and topographic maps to identify archeological sites.

information retrieval — Collect archival data from sources

Collect archival data. Conduct anthropological or archaeological research.
#22251 · Supplemental · 8% automatable

Clean, restore, and preserve artifacts.

physical manipulation — Physical cleaning of varied objects

Clean objects.
#22258 · Supplemental · 40% automatable

Participate in forensic activities, such as tooth and bone structure identification, in conjunction with police departments and pathologists.

decision support — Forensic analysis assists; examiner owns evidence chain

Analyze forensic evidence to solve crimes.
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Community Sentiment

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Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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