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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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Core Skills & Abilities

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

  • 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.

  • Clean, maintain and prepare supplies and work areas.

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

  • Keep detailed logs of all work-related activities.

  • Place orders for laboratory equipment and supplies.

  • 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.

  • Feed livestock or laboratory animals.

  • Isolate, identify and prepare specimens for examination.

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

  • 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.

  • Input data into databases.

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

  • Monitor laboratory work to ensure compliance with set standards.

Technologies & Software

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

Alternative Job Titles