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Automation Risk Analysis

Will “Fishery 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%

“Fishery 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%

“Fishery 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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Core Skills & Abilities

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

  • 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.

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

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

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

  • Inventory or estimate plant and wildlife populations.

  • Analyze characteristics of animals to identify and classify them.

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

  • Conduct literature reviews.

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

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

  • 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.

  • 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

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