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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

  • 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.

  • Place orders for laboratory equipment and supplies.

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

  • Isolate, identify and prepare specimens for examination.

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

  • Input data into databases.

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

  • Feed livestock or laboratory animals.

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

  • Clean, maintain and prepare supplies and work areas.

  • Keep detailed logs of all work-related activities.

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

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

  • Monitor laboratory work to ensure compliance with set standards.

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

Technologies & Software

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

Alternative Job Titles