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Automation Risk Analysis

Will “Investigator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #39 of 702. Estimated risk: 0.8%

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AI Exposure Risk

54%

“Investigator” 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%

“Investigator” 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

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

  • Write grant proposals to obtain funding for research.

  • 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.

  • 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.

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

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

  • 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.

  • Clean, restore, and preserve artifacts.

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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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