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Automation Risk Analysis

Will “Mammalogist” 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%

“Mammalogist” 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%

“Mammalogist” 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

  • 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.

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

  • Inventory or estimate plant and wildlife populations.

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

  • 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.

  • Conduct literature reviews.

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles