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Automation Risk Analysis

Will “Ornithologist” 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%

“Ornithologist” 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%

“Ornithologist” 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

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

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

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

  • 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.

  • Conduct literature reviews.

  • Inventory or estimate plant and wildlife populations.

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles