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Automation Risk Analysis

Will “Animal Biologist” 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%

“Animal Biologist” 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%

“Animal Biologist” 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

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

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

  • 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.

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

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

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

  • Conduct literature reviews.

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

  • Analyze characteristics of animals to identify and classify them.

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

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

  • Inventory or estimate plant and wildlife populations.

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

Technologies & Software

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

Alternative Job Titles