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Automation Risk Analysis

Will “Excavator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #39 of 702. Estimated risk: 0.8%

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AI Exposure Risk

54%

“Excavator” 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%

“Excavator” 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

  • Clean, restore, and preserve artifacts.

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

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

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

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

  • Write grant proposals to obtain funding for research.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

Technologies & Software

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