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Automation Risk Analysis

Will “Researcher” be Automated?

Historical Context: Oxford Study (2013)

Ranked #39 of 702. Estimated risk: 0.8%

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AI Exposure Risk

54%

“Researcher” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Researcher” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Anthropologists and Archeologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Study the origin, development, and behavior of human beings. May study the way of life, language, or physical characteristics of people in various parts of the world. May engage in systematic recovery and examination of material evidence, such as tools or pottery remaining from past human cultures, in order to determine the history, customs, and living habits of earlier civilizations.

Avg. Annual Salary $71,070
Avg. Hourly Wage $34.17
Available Jobs (US) 8,070
Job Title & Hierarchy Code (SOC) Anthropologists and Archeologists #19-3091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Anthropologists and Archeologists”

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Core Skills & Abilities

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

  • 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.

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

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

  • Write grant proposals to obtain funding for research.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Clean, restore, and preserve artifacts.

Technologies & Software

  • Elicit
  • Microsoft FrontPage
  • Web browser software
  • Semantic Scholar AI
  • Software development tools
  • Claude (Anthropic)
  • Gemini for Workspace
  • Wolfram Research Mathematica
  • Image enhancement software
  • GE Healthcare ImageQuant TL
  • Microsoft Windows Movie Maker
  • Graphics software
  • Qaulis Research The Ethonograph
  • SYSTAT
  • Microsoft Windows
  • Microsoft Word
  • Age progression software
  • Perplexity AI
  • Kimi (Moonshot AI)
  • Insightful S-PLUS
  • Adobe InDesign
  • Apple iMovie
  • Gemini (Google)
  • SIL International The Linguist's Shoebox
  • Geographic information system GIS software
  • IBM SPSS Statistics
  • Adobe PageMaker
  • Scite AI
  • Consensus
  • ESRI ArcView
  • Genealogy software
  • STATISTICA
  • Golden Software Surfer
  • Microsoft Internet Explorer
  • ChatGPT (OpenAI)
  • Archeological Sites Management Information System ASMIS
  • C++
  • Mistral (Mistral AI)
  • Microsoft PowerPoint
  • Global positioning system GPS software
  • Automated National Catalog System ANCS
  • Microsoft Outlook
  • Microsoft Excel
  • Microsoft Access
  • ESRI ArcInfo
  • Trimble Pathfinder Office
  • Facebook
  • The MathWorks MATLAB
  • Llama (Meta)
  • Applied Biosystems GeneMapper
  • Adobe Dreamweaver
  • RockWare ArcMap
  • Voice activated software
  • Gene Codes Sequencher
  • Word processing software
  • Sony Creative Software Vegas Movie Studio
  • Microsoft SharePoint
  • Adobe Illustrator
  • SAS
  • Nova (Amazon)
  • Qwen (Alibaba)
  • The University of Tennessee FORDISC
  • Mistral AI (chat/models)
  • Microsoft Office software
  • DeepSeek
  • ESRI ArcGIS software
  • Leica Geosystems ERDAS IMAGINE
  • Structured query language SQL
  • Data visualization software
  • Grok (xAI)
  • Adobe Acrobat
  • Adobe Photoshop
  • Autodesk AutoCAD
  • Geographic information system GIS systems
  • NotebookLM (Google)
  • ESRI ArcGIS Survey 123
  • Apple Final Cut Express
  • Dental burs
  • Ultrasonic cleaning machines
  • Hydraulic drilling rigs
  • Ultracentrifuges
  • Underwater digital cameras
  • Deoxyribonucleic acid DNA sequencers
  • Sliding calipers
  • Conductivity probes
  • Ultraviolet UV transilluminators
  • Laboratory water purification systems
  • X ray cabinets
  • Digital video cameras
  • Round point shovels
  • Enzyme-linked immunosorbent assay ELISA plate readers
  • Precision saws
  • Digital levels
  • Tablet computers
  • Fluorometers
  • Electrical resistivity instruments
  • Remote sensing equipment
  • Drying ovens
  • Transcription equipment
  • Desktop computers
  • Shovels
  • Dial calipers
  • Magnetic stirring bars
  • Electron microscopes
  • Platform scales
  • Fume hoods
  • Pneumatic airscribes
  • Ground penetrating radar GPR
  • Bucket augers
  • Laboratory glove boxes
  • Deoxyribonucleic acid DNA analyzers
  • Inductively coupled plasma mass spectroscopes ICP-MS
  • Shaker screens
  • Ultraviolet UV crosslinkers
  • Personal computers
  • Tree ring sampling kits
  • Spreading calipers
  • Bench scales
  • Glass beakers
  • Triple beam balances
  • Crack hammers
  • Cold chisels
  • Microcentrifuges
  • Four wheel drive 4WD vehicles
  • Dental picks
  • 35 millimeter cameras
  • Laboratory fume hoods
  • Laboratory dropping pipettes
  • Sandblasters
  • Vernier calipers
  • Total stations
  • pH indicators
  • Portable x ray machines
  • Gel electrophoresis boxes
  • Thin section saws
  • Laboratory vacuum ovens
  • Polymerase chain reaction PCR thermocyclers
  • Plumb bobs
  • Polymerase chain reaction PCR hoods
  • Graded sieves
  • Oil immersion microscopes
  • Digital audio recorders
  • Scanning electron microscopes SEM
  • Mesh sifting screens
  • Personal digital assistants PDA
  • Laboratory vacuum dryers
  • Liquid handling robots
  • Metal detectors
  • Glass burets
  • Laboratory precision balances
  • Hot stir plates
  • Rock picks
  • Lufkin tape measures
  • Protective gloves
  • Plains trowels
  • Slide scanners
  • Stereo zoom microscopes
  • Pocket loupes
  • Immersion thermostats
  • Scuba diving equipment
  • Digital calipers
  • Flatbed scanners
  • Portable gamma spectrometers
  • Industrial micro computed tomography CT scanners
  • Safety goggles
  • Metallurgical microscopes
  • Electronic topload scales
  • High resolution industrial computed tomography CT scanners
  • Thermal cyclers
  • Countertop centrifuges
  • Inductively coupled plasma emission spectroscopes ICP-ES
  • X ray fluorescence XRF spectrometers
  • High pressure liquid chromatograph HPLC equipment
  • Electron microprobes
  • External lavalier microphones
  • Spectrophotometers
  • Thermomixers
  • Dust masks
  • Marshalltown trowels
  • Laboratory refrigerators
  • Drying racks
  • Laser scanners
  • Laboratory binocular microscopes
  • Conductance meters
  • Water screening devices
  • Precision rulers
  • Pneumatic chisels
  • Directional compasses
  • Digitizers
  • Laboratory scalpels
  • Luminescence readers
  • Flat-ended shovels
  • Petrographic microscopes
  • Selective ion meters
  • Theodolites
  • Slide hammers
  • Vacuum freeze-drying chambers
  • Binoculars
  • Laser line levels
  • Laboratory balances
  • Geophysical magnetometers
  • Soil probes
  • Side scan sonars
  • Laptop computers
  • Film processors
  • Polarizing microscopes
  • Steam autoclaves
  • Alidades
  • Plotters
  • Soil samplers
  • X ray diffractometers
  • Mandibulometers
  • Underwater still cameras
  • Digital cameras
  • Global positioning system GPS receivers