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Automation Risk Analysis

Will “Research Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #240 of 702. Estimated risk: 30.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

51%

“Research Scientist” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

41%

“Research Scientist” 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 41% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Zoologists and Wildlife Biologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Study the origins, behavior, diseases, genetics, and life processes of animals and wildlife. May specialize in wildlife research and management. May collect and analyze biological data to determine the environmental effects of present and potential use of land and water habitats.

Avg. Annual Salary $77,920
Avg. Hourly Wage $37.46
Available Jobs (US) 16,920
Job Title & Hierarchy Code (SOC) Zoologists and Wildlife Biologists #19-1023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Zoologists and Wildlife Biologists”

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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Inventory or estimate plant and wildlife populations.

  • Organize and conduct experimental studies with live animals in controlled or natural surroundings.

  • Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.

  • Analyze characteristics of animals to identify and classify them.

  • Develop, or make recommendations on, management systems and plans for wildlife populations and habitat, consulting with stakeholders and the public at large to explore options.

  • Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.

  • Conduct literature reviews.

  • Coordinate preventive programs to control the outbreak of wildlife diseases.

  • Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.

  • Perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff.

  • Disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs.

  • Study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution.

  • Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.

  • Collect and dissect animal specimens and examine specimens under microscope.

Technologies & Software

  • Computer modeling software
  • Microsoft Active Server Pages ASP
  • Statistical software
  • Corel WordPerfect Office Suite
  • Microsoft Project
  • Claude (Anthropic)
  • Grok (xAI)
  • Kimi (Moonshot AI)
  • ESRI ArcGIS software
  • Consensus
  • Word processing software
  • Perplexity AI
  • Microsoft Office software
  • IBM Lotus 1-2-3
  • R
  • Nova (Amazon)
  • Microsoft Excel
  • Email software
  • Python
  • Qwen (Alibaba)
  • Relational database software
  • Geographic information system GIS systems
  • Microsoft Word
  • Microsoft Access
  • Semantic Scholar AI
  • ChatGPT (OpenAI)
  • Web browser software
  • Llama (Meta)
  • Elicit
  • Microsoft Outlook
  • Global positioning system GPS software
  • Scite AI
  • DeepSeek
  • Geographic information system GIS software
  • Salesforce software
  • Microsoft PowerPoint
  • Mistral AI (chat/models)
  • SAS
  • HATPRO
  • Mistral (Mistral AI)
  • Spreadsheet software
  • Gemini (Google)
  • Gemini for Workspace
  • Database management software
  • NotebookLM (Google)
  • ESRI ArcView
  • Water sample collection containers
  • Seines
  • Rulers
  • Secchi disks
  • Portable refractometers
  • Counting chambers
  • Compound microscopes
  • Laboratory forceps
  • Archery bows
  • Personal computers
  • Laser printers
  • Dropping pipettes
  • Laboratory mechanical convection incubators
  • Fume hoods
  • Jellyfish scoops
  • Desktop computers
  • Calorimeters
  • Laboratory freezers
  • Axes
  • Spotting scopes
  • Dissecting tools
  • Salinity meters
  • D-ring nets
  • Metric measuring tapes
  • Compound binocular light microscopes
  • Four wheel drive 4WD vehicles
  • Graduated glass laboratory cylinders
  • Climbing belts
  • Tree top peeper and video probe systems
  • Scintillation vials
  • Spring scales
  • Volumeters
  • Dataloggers
  • Air compressors
  • Mist nets
  • Culvert traps
  • Sieve buckets
  • Dip net samplers
  • Radio telemetry equipment
  • Laboratory balances
  • Benthic samplers
  • Water pumps
  • Compasses
  • Carbon dioxide CO2 monitors
  • Jet skis
  • Photomicroscopes
  • Foot snares
  • Laboratory beakers
  • Leather gloves
  • Monopan balances
  • Animal traps
  • Light traps
  • Canoes
  • Micrometers
  • Water samplers
  • Tree corers
  • Sweeping nets
  • Geodetic ground global positioning system GPS receivers
  • Digital cameras
  • Nitrile gloves
  • Extension ladders
  • Gill nets
  • Petri dishes
  • Vernier calipers
  • Bongo nets
  • Hand lenses
  • Snowmobiles
  • Hard hats
  • Conductivity meters
  • Safety glasses
  • Adjustable widemouth pliers
  • Rubber rafts
  • Odonata nets
  • Ekman dredges
  • Aerial nets
  • Plankton nets
  • Egg candlers
  • Mesh sieves
  • Clinometers
  • Boat trailers
  • Field thermometers
  • Sledgehammers
  • Folsom plankton splitters
  • Small power boats
  • Self-contained underwater breathing apparatus SCUBA equipment
  • Dart guns
  • Two way radios
  • Dissecting microscopes
  • Fish traps
  • Snorkels
  • Flow meters
  • Drying ovens
  • 35 millimeter cameras
  • Benchtop centrifuges
  • Binoculars
  • Dissolved oxygen meters
  • Dust masks
  • Steam autoclaves
  • pH meters
  • All terrain vehicles ATV
  • Spectrometers
  • Specimen collection containers
  • Animal transmitters
  • Stainless steel scalpel blades
  • Laser hypsometers
  • Laboratory funnels
  • Multiplate samplers
  • Sterilizing ovens
  • Notebook computers
  • Water thermometers

Alternative Job Titles