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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

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

  • Analyze characteristics of animals to identify and classify them.

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

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

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

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

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

  • Inventory or estimate plant and wildlife populations.

  • Conduct literature reviews.

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles