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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

  • 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.

  • Clean, maintain and prepare supplies and work areas.

  • Feed livestock or laboratory animals.

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

  • Place orders for laboratory equipment and supplies.

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

  • 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.

  • 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.

  • Input data into databases.

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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Isolate, identify and prepare specimens for examination.

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

  • Keep detailed logs of all work-related activities.

Technologies & Software

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

Alternative Job Titles