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Automation Risk Analysis

Will “Poultry Inseminator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Poultry Inseminator” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Poultry Inseminator” 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 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Biological Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist biological and medical scientists. Set up, operate, and maintain laboratory instruments and equipment, monitor experiments, collect data and samples, make observations, and calculate and record results. May analyze organic substances, such as blood, food, and drugs.

Avg. Annual Salary $58,020
Avg. Hourly Wage $27.89
Available Jobs (US) 76,190
Job Title & Hierarchy Code (SOC) Biological Technicians #19-4021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Biological Technicians”

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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

  • Clean, maintain and prepare supplies and work areas.

  • Place orders for laboratory equipment and supplies.

  • Examine animals and specimens to detect the presence of disease or other problems.

  • Set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.

  • Input data into databases.

  • Participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.

  • Conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.

  • Analyze experimental data and interpret results to write reports and summaries of findings.

  • Isolate, identify and prepare specimens for examination.

  • Feed livestock or laboratory animals.

  • Keep detailed logs of all work-related activities.

  • Provide technical support and services for scientists and engineers working in fields such as agriculture, environmental science, resource management, biology, and health sciences.

  • Measure or weigh compounds and solutions for use in testing or animal feed.

  • Conduct research, or assist in the conduct of research, including the collection of information and samples, such as blood, water, soil, plants and animals.

  • Use computers, computer-interfaced equipment, robotics or high-technology industrial applications to perform work duties.

  • Monitor and observe experiments, recording production and test data for evaluation by research personnel.

  • Monitor laboratory work to ensure compliance with set standards.

Technologies & Software

  • Thomson EndNote
  • Gene Codes Sequencher
  • SAS
  • Scite AI
  • Statistical software
  • Nova (Amazon)
  • Llama (Meta)
  • MapInfo MapMarker
  • Adobe Acrobat
  • Microsoft .NET Framework
  • IBM Lotus 1-2-3
  • Grok (xAI)
  • NotebookLM (Google)
  • Phrap
  • ChatGPT (OpenAI)
  • Corel WordPerfect Office Suite
  • Mistral AI (chat/models)
  • Phred
  • Claude (Anthropic)
  • ClustalW
  • Harvard Graphics
  • Consensus
  • Qwen (Alibaba)
  • Geographic information system GIS software
  • Graphics software
  • Primer3
  • Perplexity AI
  • PolyBayes
  • Microsoft Word
  • Microsoft Excel
  • Microsoft Office software
  • Semantic Scholar AI
  • Microsoft Outlook
  • Microsoft Project
  • Microsoft Access
  • Mistral (Mistral AI)
  • Database software
  • ESRI ArcGIS software
  • BD Biosciences CellQuest
  • Word processing software
  • Kimi (Moonshot AI)
  • Systat Software SigmaPlot
  • Systat Software TableCurve
  • Adobe Photoshop
  • Laboratory information management system LIMS
  • Gemini (Google)
  • Microsoft PowerPoint
  • DeepSeek
  • BoxShade
  • Gene Runner
  • Gemini for Workspace
  • Elicit
  • Gel imaging apparatus
  • Paraffin embedding consoles
  • Electrophorators
  • Incubators
  • Hematology cell counters
  • Ultracentrifuges
  • Waterbaths
  • Microplate shakers
  • Drying ovens
  • Ultralow freezers
  • Inoculating loops
  • pH meters
  • Bioanalyzers
  • Water jacketed incubators
  • Personal computers
  • Microplate readers
  • Homogenizers
  • Petri dishes
  • Imaging systems
  • Biological containment hoods
  • Automated microplate ELISA readers
  • Fluorometers
  • Light/tissue culture microscopes
  • Polymerase chain reaction PCR thermocyclers
  • Analytical balances
  • Sterilizers
  • Automated tissue/slide stainers
  • Balances
  • Protein sequencers
  • Incubator microscopes
  • Test tubes
  • Notebook computers
  • Stirring hotplates
  • Spectrophotometers
  • High-voltage electrophoresis apparatus
  • Fluoride electrodes
  • Inverted microscopes
  • Vacuum dehydration units
  • Glass washers
  • Liquid handling robots
  • Flow cytometers
  • Volumetric glassware
  • Ultrasonic cleaners
  • Liquid nitrogen freezers
  • Full-face respirators
  • Deoxyribonucleic acid DNA synthesizers
  • Laboratory ovens
  • Laser printers
  • Microplate washers
  • Dissection microscopes
  • Multichannel pipetters
  • Hybridization ovens
  • Ultraviolet water purification systems
  • Centrifuges
  • Coulter counters
  • Gas chromatographs GC
  • Automated cell counters
  • Robotic laboratory equipment
  • Agitators
  • Autoclaves
  • Radioactive counters
  • Anaerobic growth chambers
  • Ultramicrotomes
  • Titration burets
  • Gel chromatography equipment
  • Microcentrifuges
  • Aerobic growth chambers
  • Electrophoresis boxes
  • Deoxyribonucleic acid DNA sequencers
  • Distillation equipment
  • Polymerase chain reaction PCR equipment
  • Inherit sequencing analysis systems
  • Conductivity meters
  • Refrigerated centrifuges
  • Amino acid analyzers
  • Automatic pipetters
  • Cytofluorographs

Alternative Job Titles