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Automation Risk Analysis

Will “Biology Specimen Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #238 of 702. Estimated risk: 30.0%

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AI Exposure Risk

57%

“Biology Specimen Technician” 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%

“Biology Specimen Technician” 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 and observe experiments, recording production and test data for evaluation by research personnel.

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

  • 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 laboratory work to ensure compliance with set standards.

  • Input data into databases.

  • Place orders for laboratory equipment and supplies.

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

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

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

  • Feed livestock or laboratory animals.

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

  • 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.

  • Isolate, identify and prepare specimens for examination.

  • 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.

  • Clean, maintain and prepare supplies and work areas.

Technologies & Software

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

Alternative Job Titles