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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

  • Monitor laboratory work to ensure compliance with set standards.

  • Feed livestock or laboratory animals.

  • Clean, maintain and prepare supplies and work areas.

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

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

  • Isolate, identify and prepare specimens for examination.

  • Keep detailed logs of all work-related activities.

  • Input data into databases.

  • 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.

  • 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.

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

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

  • Place orders for laboratory equipment and supplies.

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

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

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

Technologies & Software

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

Alternative Job Titles