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Automation Risk Analysis

Will “Artificial Inseminator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Artificial 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%

“Artificial 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

  • Feed livestock or laboratory animals.

  • 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.

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

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

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

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

  • Monitor laboratory work to ensure compliance with set standards.

  • Keep detailed logs of all work-related activities.

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

  • Clean, maintain and prepare supplies and work areas.

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

  • Place orders for laboratory equipment and supplies.

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

  • Isolate, identify and prepare specimens for examination.

  • Input data into databases.

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

Technologies & Software

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

Alternative Job Titles