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Automation Risk Analysis

Will “Cell 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%

“Cell 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%

“Cell 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.

  • Conduct literature reviews.

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

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

  • 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.

  • Analyze characteristics of animals to identify and classify them.

  • 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.

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

  • Inventory or estimate plant and wildlife populations.

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

  • 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.

Technologies & Software

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

Alternative Job Titles