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Automation Risk Analysis

Will “Communication and Folklore Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #39 of 702. Estimated risk: 0.8%

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AI Exposure Risk

54%

“Communication and Folklore Specialist” 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%

“Communication and Folklore Specialist” 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

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

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

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

  • 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.

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

  • Clean, restore, and preserve artifacts.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • Write grant proposals to obtain funding for research.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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