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Automation Risk Analysis

Will “Fisheries 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%

“Fisheries 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%

“Fisheries 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

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

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

  • Conduct literature reviews.

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

  • Inventory or estimate plant and wildlife populations.

  • 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.

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles